Vahid Tarokh

NAE Member

Electrical and Computer Engineering

Rhodes Family Distinguished Professor of Electrical and Computer Engineering

Vahid Tarokh Profile Photo

Research Themes

Applications, Artificial Intelligence & Machine Learning, Theory

Research Interests

Foundations of AI, Foundations of Signal Processing, Learning Representations, Transfer Learning, Meta-Learning, Physics Infused Learning, Extreme Value Theory, Dependence Modeling, Hypothesis Testing, Sequential Analysis.

Bio

Vahid Tarokh’s research is in pursuing new formulations and approaches to getting the most out of datasets.

Positions

Rhodes Family Distinguished Professor of Electrical and Computer Engineering
Professor of Electrical and Computer Engineering

Awards, Honors, and Distinctions

Member. National Academy of Engineering. 2019

Courses Taught

MATH 493: Research Independent Study
ECE 899: Special Readings in Electrical Engineering
ECE 891: Internship
ECE 689: Advanced Topics in Deep Learning
ECE 685D: Introduction to Deep Learning
ECE 590: Advanced Topics in Electrical and Computer Engineering
ECE 493: Projects in Electrical and Computer Engineering
COMPSCI 676: Advanced Topics in Deep Learning
COMPSCI 675D: Introduction to Deep Learning
COMPSCI 590: Advanced Topics in Computer Science

Publications

Venkatasubramanian S, Gogineni S, Kang B, Pezeshki A, Rangaswamy M, Tarokh V. Data-driven target localization using adaptive radar processing and convolutional neural networks. IET Radar, Sonar and Navigation. 2024 Oct 1;18(10):1638–51.
Venkatasubramanian S, Pezeshki A, Tarokh V. Steinmetz Neural Networks for Complex-Valued Data. 2024.
Le Q, Diao E, Wang X, Tarokh V, Ding J, Anwar A. DynamicFL: Federated Learning with Dynamic Communication Resource Allocation. 2024.
Kuiper P, Hasan A, Yang W, Ng Y, Bidkhori H, Blanchet J, et al. Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions. 2024.
Kuiper P, Lin S, Blanchet J, Tarokh V. Generative Learning for Simulation of Vehicle Faults. 2024.
Xu X, Hasan A, Ding J, Tarokh V. Base Models for Parabolic Partial Differential Equations. 2024.
Moushegian S, Wu S, Diao E, Ding J, Banerjee T, Tarokh V. Robust Score-Based Quickest Change Detection. 2024.
Venkatasubramanian S, Kang B, Pezeshki A, Rangaswamy M, Tarokh V. RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications. 2024.
Diao E, Le Q, Wu S, Wang X, Anwar A, Ding J, et al. ColA: Collaborative Adaptation with Gradient Learning. 2024.
Yang H, Hasan A, Ng Y, Tarokh V. Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes. 2024.
Padilla WJ, Deng Y, Khatib O, Tarokh V. Fundamental absorption bandwidth to thickness limit for transparent homogeneous layers. Nanophotonics. 2024 Apr 2;13(9):1623–9.
Wu S, Diao E, Banerjee T, Ding J, Tarokh V. Quickest Change Detection for Unnormalized Statistical Models. IEEE Transactions on Information Theory. 2024 Feb 1;70(2):1220–32.
Diao E, Banerjee T, Tarokh V. Large Deviation Analysis of Score-based Hypothesis Testing. 2024.
Venkatasubramanian S, Gogineni S, Kang B, Rangaswamy M. Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramer-Rao Bound. 2024.
Diao E, Banerjee T, Tarokh V. Large Deviation Analysis of Score-Based Hypothesis Testing. IEEE Access. 2024 Jan 1;12:117691–700.
Hsu HL, Meng H, Luo S, Dong J, Tarokh V, Pajic M. REFORMA: Robust REinFORceMent Learning via Adaptive Adversary for Drones Flying under Disturbances. In: Proceedings - IEEE International Conference on Robotics and Automation. 2024. p. 5169–75.
Li B, Wu S, Tripp EE, Pezeshki A, Tarokh V. Recursive Least Squares With Minimax Concave Penalty Regularization for Adaptive System Identification. IEEE Access. 2024 Jan 1;12:66993–7004.
Yang H, Hasan A, Ng Y, Tarokh V. Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes. In: Proceedings of Machine Learning Research. 2024. p. 262–70.
Banerjee T, Tarokh V. Bayesian quickest change detection for unnormalized and score-based models. Sequential Analysis. 2024 Jan 1;43(3):359–78.
Venkatasubramanian S, Aloui A, Tarokh V. Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks. 2023.
Aloui A, Dong J, Le CP, Tarokh V. Counterfactual Data Augmentation with Contrastive Learning. 2023.
Gao Q, Gao G, Dong J, Tarokh V, Chi M, Pajic M. Off-Policy Evaluation for Human Feedback. 2023.
Le CP, Cannella C, Hasan A, Ng Y, Tarokh V. Perceiver-based CDF Modeling for Time Series Forecasting. 2023.
Padilla WJ, Deng Y, Khatib O, Tarokh V. Fundamental absorption bandwidth to thickness limit for transparent homogeneous layers. 2023.
Lin J, Hasan M, Acar P, Blanchet J, Tarokh V. Neural network accelerated process design of polycrystalline microstructures. Materials Today Communications. 2023 Aug 1;36.
Soloveychik I, Tarokh V. Region selection in Markov random fields: Gaussian case. Journal of Multivariate Analysis. 2023 Jul 1;196.
Aloui A, Hasan A, Ng Y, Pajic M, Tarokh V. Treatment Effects in Extreme Regimes. 2023.
Jiang Z, Liu Y, Klein MH, Aloui A, Ren Y, Li K, et al. Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators. 2023.
Dong J, Hsu H-L, Gao Q, Tarokh V, Pajic M. Robust Reinforcement Learning through Efficient Adversarial Herding. 2023.
Wu S, Diao E, Banerjee T, Ding J, Tarokh V. Robust Quickest Change Detection for Unnormalized Models. 2023.
Peng R, Dong J, Malof J, Padilla WJ, Tarokh V. Deep Generalized Green's Functions. 2023.
Hasan A, Chen Y, Ng Y, Abdelghani M, Schneider A, Tarokh V. Inference and Sampling of Point Processes from Diffusion Excursions. 2023.
Le CP, Dong J, Aloui A, Tarokh V. Mode-Aware Continual Learning for Conditional Generative Adversarial Networks. 2023.
Lin J, Hasan M, Acar P, Blanchet J, Tarokh V. Neural Network Accelerated Process Design of Polycrystalline Microstructures. 2023.
Venkatasubramanian S, Gogineni S, Kang B, Pezeshki A, Rangaswamy M, Tarokh V. Subspace Perturbation Analysis for Data-Driven Radar Target Localization. 2023.
Diao E, Wang G, Zhan J, Yang Y, Ding J, Tarokh V. Pruning Deep Neural Networks from a Sparsity Perspective. 2023.
Dong J, Mo W, Qi Z, Shi C, Fang EX, Tarokh V. PASTA: Pessimistic Assortment Optimization. 2023.
Liu Y, Dong J, Jiang Z, Aloui A, Li K, Klein H, et al. Domain Adaptation via Rebalanced Sub-domain Alignment. 2023.
Wu S, Diao E, Banerjee T, Ding J, Tarokh V. Quickest Change Detection for Unnormalized Statistical Models. 2023.
Wu S, Diao E, Banerjee T, Ding J, Tarokh V. Robust Quickest Change Detection for Unnormalized Models. In: Proceedings of Machine Learning Research. 2023. p. 2314–23.
Hasan A, Chen Y, Ng Y, Abdelghani M, Schneider A, Tarokh V. Inference and Sampling of Point Processes from Diffusion Excursions. In: Proceedings of Machine Learning Research. 2023. p. 839–48.
Aloui A, Dong J, Le CP, Tarokh V. Transfer Learning for Individual Treatment Effect Estimation. In: Proceedings of Machine Learning Research. 2023. p. 56–66.
Dong J, Mo W, Qi Z, Shi C, Fang EX, Tarokh V. PASTA: Pessimistic Assortment Optimization. In: Proceedings of Machine Learning Research. 2023. p. 8276–95.
Diao E, Wang G, Zhang J, Yang Y, Ding J, Tarokh V. PRUNING DEEP NEURAL NETWORKS FROM A SPARSITY PERSPECTIVE. In: 11th International Conference on Learning Representations, ICLR 2023. 2023.
Gao Q, Gao G, Dong J, Tarokh V, Chi M, Pajic M. Off-Policy Evaluation for Human Feedback. In: Advances in Neural Information Processing Systems. 2023.
Venkatasubramanian S, Gogineni S, Kang B, Pezeshki A, Rangaswamy M, Tarokh V. Subspace Perturbation Analysis for Data-Driven Radar Target Localization. In: Proceedings of the IEEE Radar Conference. 2023.
Xu X, Hasan A, Elkhalil K, Ding J, Tarokh V. CHARACTERISTIC NEURAL ORDINARY DIFFERENTIAL EQUATIONS. In: 11th International Conference on Learning Representations, ICLR 2023. 2023.
Diao E, Ding J, Tarokh V. Multimodal Controller for Generative Models. In: Lecture Notes in Networks and Systems. 2023. p. 109–21.
Wu S, Diao E, Banerjee T, Ding J, Tarokh V. Score-based Quickest Change Detection for Unnormalized Models. In: Proceedings of Machine Learning Research. 2023. p. 10546–65.
Le Q, Diao E, Wang X, Anwar A, Tarokh V, Ding J. Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders. 2022.
Li B, Wu S, Tripp EE, Pezeshki A, Tarokh V. Minimax Concave Penalty Regularized Adaptive System Identification. 2022.
Aloui A, Dong J, Le CP, Tarokh V. Transfer Learning for Individual Treatment Effect Estimation. 2022.
Venkatasubramanian S, Gogineni S, Kang B, Pezeshki A, Rangaswamy M, Tarokh V. Data-Driven Target Localization Using Adaptive Radar Processing and Convolutional Neural Networks. 2022.
Yang W, Wang G, Ding J, Yang Y. A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation. 2022.
Ng Y, Hasan A, Tarokh V. Inference and Sampling for Archimax Copulas. 2022.
Soltani M, Wu S, Li Y, Ding J, Tarokh V. On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections. 2022.
Venkatasubramanian S, Wongkamthong C, Soltani M, Kang B, Gogineni S, Pezeshki A, et al. Toward Data-Driven STAP Radar. 2022.
Dong J, Wu S, Sultani M, Tarokh V. Multi-Agent Adversarial Attacks for Multi-Channel Communications. 2022.
Momenifar M, Diao E, Tarokh V, Bragg AD. A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow. 2022.
Soltani M, Wu S, Li Y, Ding J, Tarokh V. On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections. In: Data Compression Conference Proceedings. 2022. p. 482.
Le Q, Diao E, Wang X, Anwar A, Tarokh V, Ding J. Personalized Federated Recommender Systems with Private and Partially Federated AutoEncoders. In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2022. p. 1157–63.
Dong J, Ren S, Deng Y, Khatib O, Malof J, Soltani M, et al. BLASCHKE PRODUCT NEURAL NETWORK (BPNN): A PHYSICS-INFUSED NEURAL NETWORK FOR PHASE RETRIEVAL OF MEROMORPHIC FUNCTIONS. In: ICLR 2022 - 10th International Conference on Learning Representations. 2022.
Huo Q, Shi Y, Liu C, Tarokh V, Ferrari S. Online Action Change Detection for Automatic Vision-based Ground Control of Aircraft. In: AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2022. 2022.
Venkatasubramanian S, Wongkamthong C, Soltani M, Kang B, Gogineni S, Pezeshki A, et al. Toward Data-Driven STAP Radar. In: Proceedings of the IEEE Radar Conference. 2022.
Soloveychik I, Tarokh V. Large deviations of convex polyominoes^*. Electronic Journal of Probability. 2022 Jan 1;27.
Cannella C, Tarokh V. Semi-Empirical Objective Functions for MCMC Proposal Optimization. In: Proceedings - International Conference on Pattern Recognition. 2022. p. 4758–64.
Dong J, Wu S, Soltani M, Tarokh V. Multi-Agent Adversarial Attacks for Multi-Channel Communications. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2022. p. 1580–2.
Wu S, Diao E, Elkhalil K, Ding J, Tarokh V. Score-Based Hypothesis Testing for Unnormalized Models. IEEE Access. 2022 Jan 1;10:71936–50.
Le CP, Soltani M, Dong J, Tarokh V. Fisher Task Distance and its Application in Neural Architecture Search. IEEE Access. 2022 Jan 1;10:47235–49.
Diao E, Ding J, Tarokh V. SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training. In: Advances in Neural Information Processing Systems. 2022.
Hasan A, Pereira JM, Farsiu S, Tarokh V. Identifying Latent Stochastic Differential Equations. IEEE Transactions on Signal Processing. 2022 Jan 1;70:89–104.
Momenifar M, Diao E, Tarokh V, Bragg AD. A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow. In: Data Compression Conference Proceedings. 2022. p. 312–21.
Kojima S, Feng Y, Maruta K, Ootsu K, Yokota T, Ahn CJ, et al. Towards Deep Learning-Guided Multiuser SNR and Doppler Shift Detection for Next-Generation Wireless Systems. In: IEEE Vehicular Technology Conference. 2022.
Hasan A, Elkhalil K, Ng Y, Pereira JM, Farsiu S, Blanchet J, et al. Modeling Extremes with d-max-decreasing Neural Networks. In: Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022. 2022. p. 759–68.
Hasan A, Elkhalil K, Ng Y, Pereira JM, Farsiu S, Blanchet J, et al. Modeling Extremes with d-max-decreasing Neural Networks. In: Proceedings of Machine Learning Research. 2022. p. 759–68.
Ng Y, Hasan A, Tarokh V. Inference and Sampling for Archimax Copulas. In: Advances in Neural Information Processing Systems. 2022.
Momenifar M, Diao E, Tarokh V, Bragg AD. Dimension reduced turbulent flow data from deep vector quantisers. Journal of Turbulence. 2022 Jan 1;23(4–5):232–64.
Le CP, Dong J, Soltani M, Tarokh V. TASK AFFINITY WITH MAXIMUM BIPARTITE MATCHING IN FEW-SHOT LEARNING. In: ICLR 2022 - 10th International Conference on Learning Representations. 2022.
Diao E, Ding J, Tarokh V. GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations. In: Advances in Neural Information Processing Systems. 2022.
Momenifar M, Diao E, Tarokh V, Bragg AD. Emulating Spatio-Temporal Realizations of Three-Dimensional Isotropic Turbulence via Deep Sequence Learning Models. 2021.
Xu X, Hasan A, Elkhalil K, Ding J, Tarokh V. Characteristic Neural Ordinary Differential Equations. 2021 Nov 25;
Dong J, Ren S, Deng Y, Khatib O, Malof J, Soltani M, et al. Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions. 2021 Nov 25;
Diao E, Tarokh V, Ding J. Decentralized Multi-Target Cross-Domain Recommendation for Multi-Organization Collaborations. 2021 Oct 25;
Le CP, Dong J, Soltani M, Tarokh V. Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. 2021 Oct 5;
Deng Y, Soltani M, Ren S, Padilla W, Khatib O, Tarokh V, et al. Data from: Benchmarking deep learning architectures for artificial electromagnetic material problems. 2021.
Kojima S, Maruta K, Feng Y, Ahn CJ, Tarokh V. CNN-Based Joint SNR and Doppler Shift Classification Using Spectrogram Images for Adaptive Modulation and Coding. IEEE Transactions on Communications. 2021 Aug 1;69(8):5152–67.
Cannella C, Tarokh V. Semi-Empirical Objective Functions for MCMC Proposal Optimization. 2021 Jun 3;
Diao E, Ding J, Tarokh V. SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training. 2021 Jun 2;
Diao E, Ding J, Tarokh V. GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations. 2021 Jun 2;
Yanchenko AK, Soltani M, Ravier RJ, Mukherjee S, Tarokh V. A Methodology for Exploring Deep Convolutional Features in Relation to Hand-Crafted Features with an Application to Music Audio Modeling. 2021 May 31;
Feng Y, Wongkamthong C, Soltani M, Ng Y, Gogineni S, Kang B, et al. Knowledge-Aided Data-Driven Radar Clutter Representation. In: IEEE National Radar Conference - Proceedings. 2021.
Ding J, Diao E, Zhou J, Tarokh V. On Statistical Efficiency in Learning. IEEE Transactions on Information Theory. 2021 Apr 1;67(4):2488–506.
Le CP, Soltani M, Dong J, Tarokh V. Fisher Task Distance and Its Application in Neural Architecture Search. 2021 Mar 23;
Xing J, Fischer D, Labh N, Piersma R, Lee BC, Xia YA, et al. Talaria: A Framework for Simulation of Permissioned Blockchains for Logistics and Beyond. 2021 Mar 3;
Soltani M, Wu S, Li Y, Ravier R, Ding J, Tarokh V. Compressing Deep Networks Using Fisher Score of Feature Maps. In: Data Compression Conference Proceedings. 2021. p. 371.
Momenifar M, Diao E, Tarokh V, Bragg AD. Dimension Reduced Turbulent Flow Data From Deep Vector Quantizers. Journal of Turbulence 2022. 2021 Mar 1;
Le CP, Soltani M, Ravier R, Tarokh V. Improved Automated Machine Learning from Transfer Learning. 2021 Feb 27;
Ng Y, Hasan A, Elkhalil K, Tarokh V. Generative Archimedean Copulas. 2021 Feb 22;
Hasan A, Elkhalil K, Ng Y, Pereira JM, Farsiu S, Blanchet JH, et al. Modeling Extremes with d-max-decreasing Neural Networks. 2021 Feb 17;
Chan CH, Tarokh V, Xiong M. Convergence Rate of Empirical Spectral Distribution of Random Matrices from Linear Codes. IEEE Transactions on Information Theory. 2021 Feb 1;67(2):1080–7.
Kojima S, Feng Y, Maruta K, Ootsu K, Yokota T, Ahn CJ, et al. Investigation of Input Signal Representation to CNN for Improving SNR Classification Accuracy. In: IEEE Vehicular Technology Conference. 2021.
Angjelichinoski M, Soltani M, Choi J, Pesaran B, Tarokh V. Deep Pinsker and James-Stein Neural Networks for Decoding Motor Intentions From Limited Data. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society. 2021 Jan;29:1058–67.
Ng Y, Hasan A, Elkhalil K, Tarokh V. Generative Archimedean Copulas. In: 37th Conference on Uncertainty in Artificial Intelligence, UAI 2021. 2021. p. 643–53.
Ding J, Diao E, Zhou J, Tarokh V. On Statistical Efficiency in Learning. IEEE Trans Inf Theory. 2021;67:2488–506.
Le CP, Soltani M, Ravier R, Tarokh V. Task-aware neural architecture search. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021 Jan 1;2021-June:4090–4.
Elkhalil K, Hasan A, Ding J, Farsiu S, Tarokh V. Fisher Auto-Encoders. In: Proceedings of Machine Learning Research. 2021. p. 352–60.
Diao E, Ding J, Tarokh V. HETEROFL: COMPUTATION AND COMMUNICATION EFFICIENT FEDERATED LEARNING FOR HETEROGENEOUS CLIENTS. In: ICLR 2021 - 9th International Conference on Learning Representations. 2021.
Elkhalil K, Hasan A, Ding J, Farsiu S, Tarokh V. Fisher Auto-Encoders. 24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS). 2021;130:352–60.
Yang H, Jing D, Tarokh V, Bewley G, Ferrari S. Flow parameter estimation based on on-board measurements of air vehicle traversing turbulent flows. In: AIAA Scitech 2021 Forum. 2021. p. 1–10.
Ng Y, Hasan A, Elkhalil K, Tarokh V. Generative Archimedean Copulas. In: Proceedings of Machine Learning Research. 2021. p. 643–53.
Ding J, Yang Y, Tarokh V. Fundamental Limits in Model Selection for Modern Data Analysis. In: Information-Theoretic Methods in Data Science. 2021. p. 359–82.
Le CP, Soltani M, Ravier RJ, Tarokh V. Task-Aware Neural Architecture Search. In: ICASSP. IEEE; 2021. p. 4090–4.
Zhou J, Ding J, Tan KM, Tarokh V. Model linkage selection for cooperative learning. Journal of Machine Learning Research. 2021 Jan 1;22.
Diao E, Ding J, Tarokh V. HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients. 2020 Oct 2;
Ravier RJ, Soltani M, Simões M, Garagic D, Tarokh V. GeoStat Representations of Time Series for Fast Classification. 2020 Jul 13;
Angjelichinoski M, Pesaran B, Tarokh V. Deep Cross-Subject Mapping of Neural Activity. 2020 Jul 13;
Cannella C, Soltani M, Tarokh V. Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows. 2020 Jul 12;
Le CP, Zhou Y, Ding J, Tarokh V. Supervised Encoding for Discrete Representation Learning. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2020 May 1;2020-May:3447–51.
Wang J, Xue M, Culhane R, Diao E, Ding J, Tarokh V. Speech emotion recognition with dual-sequence LSTM architecture. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2020 May 1;2020-May:6474–8.
Cannella C, DIng J, Soltani M, Zhou Y, Tarokh V. Perception-Distortion Trade-Off with Restricted Boltzmann Machines. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2020 May 1;2020-May:4022–6.
Hasan A, Pereira JM, Ravier R, Farsiu S, Tarokh V. Learning Partial Differential Equations from Data Using Neural Networks. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2020 May 1;2020-May:3962–6.
Angjelichinoski M, Soltani M, Choi J, Pesaran B, Tarokh V. Deep James-Stein Neural Networks for Brain-Computer Interfaces. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2020. p. 1339–43.
Ng Y, Pereira JM, Garagic D, Tarokh V. Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2020 May 1;2020-May:3757–61.
Wu S, Diao E, Ding J, Tarokh V. Deep clustering of compressed variational embeddings. Data Compression Conference Proceedings. 2020 Mar 1;2020-March:399.
Diao E, Ding J, Tarokh V. DRASIC: Distributed recurrent autoencoder for scalable image compression. Data Compression Conference Proceedings. 2020 Mar 1;2020-March:3–12.
Diao E, Ding J, Tarokh V. Multimodal Controller for Generative Models. 2020 Feb 6;
Angjelichinoski M, Choi J, Banerjee T, Pesaran B, Tarokh V. Cross-subject decoding of eye movement goals from local field potentials. Journal of neural engineering. 2020 Feb;17(1):016067.
Soltani M, Wu S, Ding J, Ravier R, Tarokh V. On the information of feature maps and pruning of deep neural networks. In: Proceedings - International Conference on Pattern Recognition. 2020. p. 6988–95.
Cannella C, Ding J, Soltani M, Zhou Y, Tarokh V. Perception-Distortion Trade-Off with Restricted Boltzmann Machines. In: ICASSP. IEEE; 2020. p. 4022–6.
Jeong S, Li X, Yang J, Li Q, Tarokh V. Sparse Representation-Based Denoising for High-Resolution Brain Activation and Functional Connectivity Modeling: A Task fMRI Study. IEEE access : practical innovations, open solutions. 2020 Jan;8:36728–40.
Diao E, Ding J, Tarokh V. DRASIC: Distributed Recurrent Autoencoder for Scalable Image Compression. In: Bilgin A, Marcellin MW, Serra-Sagristà J, Storer JA, editors. DCC. IEEE; 2020. p. 3–12.
Wu S, Diao E, Ding J, Tarokh V. Deep Clustering of Compressed Variational Embeddings. In: Bilgin A, Marcellin MW, Serra-Sagristà J, Storer JA, editors. DCC. IEEE; 2020. p. 399–399.
Le CP, Zhou Y, Ding J, Tarokh V. Supervised Encoding for Discrete Representation Learning. In: ICASSP. IEEE; 2020. p. 3447–51.
Ng Y, Pereira JM, Garagic D, Tarokh V. Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means. In: ICASSP. IEEE; 2020. p. 3757–61.
Hasan A, Pereira JM, Ravier RJ, Farsiu S, Tarokh V. Learning Partial Differential Equations From Data Using Neural Networks. In: ICASSP. IEEE; 2020. p. 3962–6.
Wang J, Xue M, Culhane R, Diao E, Ding J, Tarokh V. Speech Emotion Recognition with Dual-Sequence LSTM Architecture. In: ICASSP. IEEE; 2020. p. 6474–8.
Zhou Y, Wang Z, Ji K, Liang Y, Tarokh V. Proximal gradient algorithm with momentum and flexible parameter restart for nonconvex optimization. IJCAI International Joint Conference on Artificial Intelligence. 2020 Jan 1;2021-January:1445–51.
Zhou Y, Wang Z, Ji K, Liang Y, Tarokh V. Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization. In: PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE. 2020. p. 1445–51.
Ravier RJ, Calderbank AR, Tarokh V. Prediction in Online Convex Optimization for Parametrizable Objective Functions. Proceedings of the IEEE Conference on Decision and Control. 2019 Dec 1;2019-December:2455–60.
DIao E, DIng J, Tarokh V. Restricted Recurrent Neural Networks. Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. 2019 Dec 1;56–63.
Zhang Y, Ravier RJ, Zavlanos MM, Tarokh V. A Distributed Online Convex Optimization Algorithm with Improved Dynamic Regret. Proceedings of the IEEE Conference on Decision and Control. 2019 Dec 1;2019-December:2449–54.
Feng Y, Zhou Y, Tarokh V. Recurrent Neural Network-Assisted Adaptive Sampling for Approximate Computing. In: Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. 2019. p. 2240–6.
Zhang Y, Ravier RJ, Tarokh V, Zavlanos MM. Distributed Online Convex Optimization with Improved Dynamic Regret. 2019 Nov 12;
Shao S, Jacob PE, Ding J, Tarokh V. Bayesian Model Comparison with the Hyvärinen Score: Computation and Consistency. Journal of the American Statistical Association. 2019 Oct 2;114(528):1826–37.
Zhou Y, Feng Y, Tarokh V, Gintautas V, McClelland J, Garagic D. Multi-Level Mean-Shift Clustering for Single-Channel Radio Frequency Signal Separation. In: IEEE International Workshop on Machine Learning for Signal Processing, MLSP. 2019.
Krishnamurthy S, Bliss DW, Richmond CD, Tarokh V. Peak sidelobe level gumbel distribution of antenna arrays with random phase centers. IEEE Transactions on Antennas and Propagation. 2019 Aug 1;67(8):5399–410.
Angjelichinoski M, Banerjee T, Choi J, Pesaran B, Tarokh V. Minimax-optimal decoding of movement goals from local field potentials using complex spectral features. Journal of neural engineering. 2019 Aug;16(4):046001.
Banerjee T, Allsop S, Tye KM, Ba D, Tarokh V. Sequential Detection of Regime Changes in Neural Data. International IEEE/EMBS Conference on Neural Engineering, NER. 2019 May 16;2019-March:139–42.
Ding J, Zhou J, Tarokh V. Asymptotically Optimal Prediction for Time-Varying Data Generating Processes. IEEE Transactions on Information Theory. 2019 May 1;65(5):3034–67.
Xiang Y, Ding J, Tarokh V. Estimation of the evolutionary spectra with application to stationarity test. IEEE Transactions on Signal Processing. 2019 Mar 1;67(5):1353–65.
Zhou Y, Wang Z, Ji K, Liang Y, Tarokh V. Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization. 2019 Feb 7;
Ding J, Calderbank R, Tarokh V. Gradient information for representation and modeling. In: Advances in Neural Information Processing Systems. 2019.
Zhou Y, Yang J, Zhang H, Liang Y, Tarokh V. SGD converges to global minimum in deep learning via star-convex path. In: 7th International Conference on Learning Representations, ICLR 2019. 2019.
Wang Z, Ji K, Zhou Y, Liang Y, Tarokh V. Spiderboost and momentum: Faster stochastic variance reduction algorithms. Advances in Neural Information Processing Systems. 2019 Jan 1;32.
Zhou Y, Yang J, Zhang H, Liang Y, Tarokh V. SGD converges to global minimum in deep learning via star-convex path. 7th International Conference on Learning Representations, ICLR 2019. 2019 Jan 1;
Wang Z, Ji K, Zhou Y, Liang Y, Tarokh V. SpiderBoost and Momentum: Faster Variance Reduction Algorithms. In: Wallach HM, Larochelle H, Beygelzimer A, d’Alché-Buc F, Fox EB, Garnett R, editors. NeurIPS. 2019. p. 2403–13.
Diao E, Ding J, Tarokh V. Restricted Recurrent Neural Networks. In: Baru C, Huan J, Khan L, Hu X, Ak R, Tian Y, et al., editors. IEEE BigData. IEEE; 2019. p. 56–63.
Ding J, Tarokh V, Yang Y. Model Selection Techniques: An Overview. IEEE Signal Processing Magazine. 2018 Nov 1;35(6):16–34.
Ding J, Diao E, Zhou J, Tarokh V. A Penalized Method for the Predictive Limit of Learning. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2018. p. 4414–8.
Banerjee T, Choi J, Pesaran B, Ba D, Tarokh V. Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2018 Sep 10;2018-April:836–40.
Xiang Y, Ding J, Tarokh V. Evolutionary Spectra Based on the Multitaper Method with Application to Stationarity Test. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2018 Sep 10;2018-April:3994–8.
Banerjee T, Whipps G, Gurram P, Tarokh V. Sequential Event Detection Using Multimodal Data in Nonstationary Environments. 2018 21st International Conference on Information Fusion, FUSION 2018. 2018 Sep 5;1940–7.
Soloveychik I, Tarokh V. Asymptotically Pseudo-Independent Matrices. 2018 Sep 2;
Shahrampour S, Noshad M, Ding J, Tarokh V. Online Learning for Multimodal Data Fusion with Application to Object Recognition. IEEE Transactions on Circuits and Systems II: Express Briefs. 2018 Sep 1;65(9):1259–63.
Banerjee T, Choi J, Pesaran B, Ba D, Tarokh V. Classification of Local Field Potentials using Gaussian Sequence Model. 2018 IEEE Statistical Signal Processing Workshop, SSP 2018. 2018 Aug 29;218–22.
Magnusson S, Enyioha C, Li N, Fischione C, Tarokh V. Communication Complexity of Dual Decomposition Methods for Distributed Resource Allocation Optimization. IEEE Journal on Selected Topics in Signal Processing. 2018 Aug 1;12(4):717–32.
Banerjee T, Whipps G, Gurram P, Tarokh V. Cyclostationary statistical models and algorithms for anomaly detection using multi-modal data. 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. 2018 Jul 2;126–30.
Shahrampour S, Beirami A, Tarokh V. Supervised Learning Using Data-dependent Random Features with Application to Seizure Detection. In: Proceedings of the IEEE Conference on Decision and Control. 2018. p. 1168–73.
Soloveychik I, Tarokh V. Stationary Geometric Graphical Model Selection. 2018 Jun 9;
Ding J, Tarokh V, Yang Y. Bridging AIC and BIC: A New Criterion for Autoregression. 2018. p. 4024–43.
Ding J, Shahrampour S, Heal K, Tarokh V. Analysis of Multistate Autoregressive Models. IEEE Transactions on Signal Processing. 2018 May 1;66(9):2429–40.
Magnusson S, Enyioha C, Li N, Fischione C, Tarokh V. Convergence of Limited Communication Gradient Methods. IEEE Transactions on Automatic Control. 2018 May 1;63(5):1356–71.
Soloveychik I, Xiang Y, Tarokh V. Pseudo-Wigner Matrices. IEEE Transactions on Information Theory. 2018 Apr 1;64(4):3170–8.
Soloveychik I, Xiang Y, Tarokh V. Symmetric Pseudo-Random Matrices. IEEE Transactions on Information Theory. 2018 Apr 1;64(4):3179–96.
Han Q, Ding J, Airoldi E, Tarokh V. Modeling nonlinearity in multi-dimensional dependent data. In: 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. 2018. p. 206–10.
DIng J, Xiang Y, Shen L, Tarokh V. Detecting structural changes in dependent data. In: 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. 2018. p. 750–4.
Ding J, Zhou J, Tarokh V. Optimal prediction of data with unknown abrupt change points. In: 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. 2018. p. 928–32.
Soloveychik I, Tarokh V. Large Deviations of Convex Polyominoes. 2018 Feb 11;
Soloveychik I, Tarokh V. Region Detection in Markov Random Fields: Gaussian Case. 2018 Feb 11;
Enyioha C, Magnússon S, Heal K, Li N, Fischione C, Tarokh V. On variability of renewable energy and online power allocation. IEEE Transactions on Power Systems. 2018 Jan 1;33(1):451–62.
Shahrampour S, Beirami A, Tarokh V. On data-dependent random features for improved generalization in supervised learning. 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. 2018 Jan 1;4026–33.
Shahrampour S, Tarokh V. Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels. In: Bengio S, Wallach HM, Larochelle H, Grauman K, Cesa-Bianchi N, Garnett R, editors. NeurIPS. 2018. p. 4695–706.
Shahrampour S, Tarokh V. Learning bounds for greedy approximation with explicit feature maps from multiple kernels. Advances in Neural Information Processing Systems. 2018 Jan 1;2018-December:4690–701.
Ding J, Tarokh V, Yang Y. Model Selection Techniques - An Overview. CoRR. 2018;abs/1810.09583.
Banerjee T, Whipps GT, Gurram P, Tarokh V. Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data. In: GlobalSIP. IEEE; 2018. p. 126–30.
Banerjee T, Whipps GT, Gurram P, Tarokh V. Sequential Event Detection Using Multimodal Data in Nonstationary Environments. In: FUSION. IEEE; 2018. p. 1940–7.
Shahrampour S, Beirami A, Tarokh V. On Data-Dependent Random Features for Improved Generalization in Supervised Learning. In: McIlraith SA, Weinberger KQ, editors. AAAI. AAAI Press; 2018. p. 4026–33.
Banerjee T, Choi J, Pesaran B, Ba D, Tarokh V. CLASSIFICATION OF LOCAL FIELD POTENTIALS USING GAUSSIAN SEQUENCE MODEL. In: 2018 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP). 2018. p. 683–7.
Han Q, Ding J, Airoldi EM, Tarokh V. SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series. IEEE Transactions on Signal Processing. 2017 Oct 1;65(19):4994–5005.
Boyer R, Babadi B, Kalouptsidis N, Tarokh V. Corrections to “Asymptotic Achievability of the Cramér–Rao Bound for Noisy Compressive Sampling” [Mar 09 1233-1236]. IEEE Transactions on Signal Processing. 2017 Sep 15;65(18):4973–4.
Ding J, Xiang Y, Shen L, Tarokh V. Multiple Change Point Analysis: Fast Implementation and Strong Consistency. IEEE Transactions on Signal Processing. 2017 Sep 1;65(17):4495–510.
Shahrampour S, Noshad M, Tarokh V. On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits. IEEE Transactions on Signal Processing. 2017 Aug 15;65(16):4281–92.
Deng Z, Ding J, Heal K, Tarokh V. The number of independent sets in hexagonal graphs. In: IEEE International Symposium on Information Theory - Proceedings. 2017. p. 2910–4.
Soloveychik I, Xiang Y, Tarokh V. Pseudo-wigner matrices from dual BCH codes. In: IEEE International Symposium on Information Theory - Proceedings. 2017. p. 1381–5.
Soloveychik I, Xiang Y, Tarokh V. Explicit symmetric pseudo-random matrices. In: IEEE International Symposium on Information Theory - Proceedings. 2017. p. 424–8.
Shahrampour S, Tarokh V. Nonlinear sequential accepts and rejects for identification of top arms in stochastic bandits. 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. 2017 Jul 1;2018-January:228–35.
Soloveychik I, Tarokh V, Paulson JA. On the spectral norms of pseudo-wigner and related matrices. 55th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2017. 2017 Jul 1;2018-January:61–6.
Jeong S, Kang J, Pahlavan K, Tarokh V. Fundamental Limits of TOA/DOA and Inertial Measurement Unit-Based Wireless Capsule Endoscopy Hybrid Localization. International Journal of Wireless Information Networks. 2017 Jun 1;24(2):169–79.
Farhadi H, Xiang Y, Jeong S, Li X, Guo N, Sepulcre J, et al. Inferring the causality network of Abeta and Tau accumulation in the aging brain: a statistical inference approach. Vol. 58, JOURNAL OF NUCLEAR MEDICINE. SOC NUCLEAR MEDICINE INC; 2017.
Wei L, Sarwate AD, Corander J, Hero A, Tarokh V. Analysis of a privacy-preserving PCA algorithm using random matrix theory. In: 2016 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2016 - Proceedings. 2017. p. 1335–9.
Enyioha C, Magnússon S, Heal K, Li N, Fischione C, Tarokh V. Robustness analysis for an online decentralized descent power allocation algorithm. In: 2016 Information Theory and Applications Workshop, ITA 2016. 2017.
Kurien BG, Ashcom JB, Shah VN, Rachlin Y, Tarokh V. Robust interferometric imaging via prior-less phase recovery: Redundant spacing calibration with generalized-closure phases. Monthly Notices of the Royal Astronomical Society. 2017 Jan 11;464(2):2356–76.
Beirami A, Razaviyayn M, Shahrampour S, Tarokh V. On optimal generalizability in parametric learning. Advances in Neural Information Processing Systems. 2017 Jan 1;2017-December:3456–66.
Beirami A, Razaviyayn M, Shahrampour S, Tarokh V. On Optimal Generalizability in Parametric Learning. Guyon I, Luxburg UV, Bengio S, Wallach H, Fergus R, Vishwanathan S, et al., editors. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). 2017 Jan 1;30.
Soloveychik I, Xiang Y, Tarokh V. Pseudo-Wigner Matrices from Dual BCH Codes. CoRR. 2017;abs/1701.05544.
Jeong S, Li X, Yang J, Li Q, Tarokh V. Dictionary Learning and Sparse Coding-Based Denoising for High-Resolution Task Functional Connectivity MRI Analysis. In: Wang Q, Shi Y, Suk H-I, Suzuki K, editors. MLMI@MICCAI. Springer; 2017. p. 45–52.
Shahrampour S, Tarokh V. Nonlinear Sequential Accepts and Rejects for Identification of Top Arms in Stochastic Bandits. CoRR. 2017;abs/1707.02649.
Deng Z, Ding J, Heal K, Tarokh V. The number of independent sets in hexagonal graphs. In: ISIT. IEEE; 2017. p. 2910–4.
Jeong S, Li X, Yang J, Li Q, Tarokh V. Dictionary learning and sparse coding-based denoising for high-resolution task functional connectivity MRI analysis. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017. p. 45–52.
Wei L, Zheng Z, Hero A, Tarokh V. Scaling laws and phase transitions for target detection in MIMO radar. In: 2016 IEEE Information Theory Workshop, ITW 2016. 2016. p. 345–8.
Kurien BG, Tarokh V, Rachlin Y, Shah VN, Ashcom JB. Resolving phase ambiguities in the calibration of redundant interferometric arrays: Implications for array design. Monthly Notices of the Royal Astronomical Society. 2016 Oct 1;461(4):3585–97.
Magnússon S, Heal K, Enyioha C, Li N, Fischione C, Tarokh V. Convergence of limited communications gradient methods. In: Proceedings of the American Control Conference. 2016. p. 1421–6.
Zheng Z, Wei L, Haas ZJ, Tarokh V. Transmit beamforming in Rayleigh product MIMO channels: Ergodic mutual information and symbol error rate. In: 2016 IEEE International Conference on Communications, ICC 2016. 2016.
Kuiper PK, Kolitz SE, Tarokh V. Base camp quality of life standardization and improvement. In: Proceedings - International Carnahan Conference on Security Technology. 2016.
Farhadi H, Atai J, Skoglund M, Nadimi ES, Pahlavan K, Tarokh V. An adaptive localization technique for wireless capsule endoscopy. In: International Symposium on Medical Information and Communication Technology, ISMICT. 2016.
Ding J, Noshad M, Tarokh V. Complementary lattice arrays for coded aperture imaging. Journal of the Optical Society of America A, Optics, image science, and vision. 2016 May;33(5):863–81.
Magnusson S, Enyioha C, Heal K, Li N, Fischione C, Tarokh V. Distributed resource allocation using one-way communication with applications to power networks. In: 2016 50th Annual Conference on Information Systems and Sciences, CISS 2016. 2016. p. 631–6.
Ding J, Noshad M, Tarokh V. Data-driven learning of the number of states in multi-state autoregressive models. In: 2015 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015. 2016. p. 418–25.
Ding J, Bouabdallah A, Tarokh V. Key Pre-Distributions From Graph-Based Block Designs. IEEE Sensors Journal. 2016 Mar 15;16(6):1842–50.
Ding J, Noshad M, Tarokh V. Learning the Number of Autoregressive Mixtures in Time Series Using the Gap Statistics. In: Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. 2016. p. 1441–6.
Ding J, Noshad M, Tarokh V. Order Selection of Autoregressive Processes Using Bridge Criterion. In: Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. 2016. p. 615–22.
Babadi B, Bein D, Madan BB, Phoha S, Tarokh V, Wen Y. Improving Target Localization and Tracking by Dynamically Prioritized Frequency Band Allocation for Wireless Sensor Networks in Urban Environments. In: Distributed Sensor Networks: Second Edition: Sensor Networking and Applications. 2016. p. 499–514.
Kuiper PK, Kolitz SE, Tarokh V. Base camp quality of life standardization and improvement. In: ICCST. IEEE; 2016. p. 1–8.
Magnússon S, Enyioha C, Heal K, Li N, Fischione C, Tarokh V. Distributed resource allocation using one-way communication with applications to power networks. In: CISS. IEEE; 2016. p. 631–6.
Enyioha C, Magnússon S, Heal K, Li N, Fischione C, Tarokh V. Robustness analysis for an online decentralized descent power allocation algorithm. In: ITA. IEEE; 2016. p. 1–8.
Shahrampour S, Noshad M, Tarokh V. On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits. CoRR. 2016;abs/1609.02606.
Pahlavan K, Geng Y, Cave DR, Bao G, Ml L, Agu E, et al. A novel cyber physical system for 3-D imaging of the small intestine in vivo. IEEE Access. 2015 Dec 11;3:2730–42.
Nadimi ES, Blanes-Vidal V, Harslund JLF, Ramezani MH, Kjeldsen J, Johansen PM, et al. In vivo and in situ measurement and modelling of intra-body effective complex permittivity. Healthcare technology letters. 2015 Dec;2(6):135–40.
Noshad M, Ding J, Tarokh V. Sequential learning of Multi-state autoregressive time series. In: Proceeding of the 2015 Research in Adaptive and Convergent Systems, RACS 2015. 2015. p. 44–51.
Babadi B, Kalouptsidis N, Tarokh V. Comment on "Asymptotic Achievability of the Cramér-Rao Bound for Noisy Compressive Sampling". 2015 Sep 14;
Akçakaya M, Tarokh V. Sparse Signal Recovery from a Mixture of Linear and Magnitude-Only Measurements. IEEE signal processing letters. 2015 Sep;22(9):1220–3.
Krishnamurthy S, Bliss D, Richmond C, Tarokh V. Peak sidelobe level gumbel distribution for arrays of randomly placed antennas. In: IEEE National Radar Conference - Proceedings. 2015. p. 1671–6.
Deng Z, Ding J, Noshad M, Tarokh V. Capacity of Hexagonal Checkerboard Codes. 2015 Jun 6;
Ding J, Noshad M, Tarokh V. Data-Driven Learning of the Number of States in Multi-State Autoregressive Models. CoRR. 2015;abs/1506.02107.
Kurien BG, Rachlin Y, Shah VN, Ashcom JB, Tarokh V. Compressed sensing techniques for image reconstruction in optical interferometry. In: Optics InfoBase Conference Papers. 2014.
Nadimi ES, Blanes-Vidal V, Tarokh V, Johansen PM. Bayesian-based localization of wireless capsule endoscope using received signal strength. Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual International Conference. 2014 Jan;2014:5988–91.
Nam S, Hong SN, Akçakaya M, Kwak Y, Goddu B, Kissinger KV, et al. Compressed sensing reconstruction for undersampled breath-hold radial cine imaging with auxiliary free-breathing data. Journal of magnetic resonance imaging : JMRI. 2014 Jan;39(1):179–88.
Kurien BG, Rachlin Y, Shah VN, Ashcom JB, Tarokh V. Compressed sensing techniques for image reconstruction in optical interferometry. In: Optics InfoBase Conference Papers. 2014.
Yi H, Shin WY, Tarokh V. The design of environmentally friendly networks using coordinated multi-point (CoMP) transmission. In: 2014 IEEE 11th Consumer Communications and Networking Conference, CCNC 2014. 2014. p. 517–8.
Yi H, Shin WY, Tarokh V. An environmentally friendly approach to the relay-aided cellular network architecture. In: 2014 IEEE 11th Consumer Communications and Networking Conference, CCNC 2014. 2014. p. 541–2.
Akçakaya M, Nam S, Basha TA, Kawaji K, Tarokh V, Nezafat R. An augmented Lagrangian based compressed sensing reconstruction for non-Cartesian magnetic resonance imaging without gridding and regridding at every iteration. PloS one. 2014 Jan;9(9):e107107.
Akcakaya M, Tarokh V. Distortion-based achievability conditions for joint estimation of sparse signals and measurement parameters from undersampled acquisitions. In: IEEE International Symposium on Information Theory - Proceedings. 2013. p. 291–5.
Sabbaghian M, Sulyman AI, Tarokh V. Analysis of the impact of nonlinearity on the capacity of communication channels. IEEE Transactions on Information Theory. 2013 Nov 4;59(11):7671–83.
Akçakaya M, Tarokh V. New Conditions for Sparse Phase Retrieval. 2013 Oct 4;
Kwak Y, Nam S, Akçakaya M, Basha TA, Goddu B, Manning WJ, et al. Accelerated aortic flow assessment with compressed sensing with and without use of the sparsity of the complex difference image. Magnetic resonance in medicine. 2013 Sep;70(3):851–8.
Shin WY, Lucani DE, Médard M, Stojanovic M, Tarokh V. On the effects of frequency scaling over capacity scaling in underwater networks - Part I: Extended network model. Wireless Personal Communications. 2013 Aug 1;71(3):1683–700.
Shin WY, Lucani DE, Médard M, Stojanovic M, Tarokh V. On the effects of frequency scaling over capacity scaling in underwater networks - Part II: Dense network model. Wireless Personal Communications. 2013 Aug 1;71(3):1701–19.
Shin WY, Yi H, Tarokh V. Energy-efficient base-station topologies for green cellular networks. In: 2013 IEEE 10th Consumer Communications and Networking Conference, CCNC 2013. 2013. p. 91–6.
Ishibashi K, Shin WY, Ochiai H, Tarokh V. A peak power efficient cooperative diversity using star-QAM with coherent/noncoherent detection. IEEE Transactions on Wireless Communications. 2013 Apr 1;12(5):2137–47.
Cvetkovic Z, Tarokh V, Yoon S. On frequency offset estimation for OFDM. IEEE Transactions on Wireless Communications. 2013 Feb 8;12(3):1062–72.
Babadi B, Tarokh V. Spectral distribution of product of pseudorandom matrices formed from binary block codes. IEEE Transactions on Information Theory. 2013 Jan 24;59(2):970–8.
Bechkit W, Challal Y, Bouabdallah A, Tarokh V. A highly scalable key pre-distribution scheme for wireless sensor networks. IEEE Transactions on Wireless Communications. 2013 Jan 18;12(2):948–59.
Larsson P, Smida B, Koike-Akino T, Tarokh V. Analysis of network coded HARQ for multiple unicast flows. IEEE Transactions on Communications. 2013 Jan 14;61(2):722–32.
Kim SJ, Kwon UK, Yoon SK, Tarokh V. Near field resonator isolation system: Theory to implementation. IEEE Transactions on Circuits and Systems I: Regular Papers. 2013 Jan 1;60(5):1175–87.
Nam S, Akçakaya M, Basha T, Stehning C, Manning WJ, Tarokh V, et al. Compressed sensing reconstruction for whole-heart imaging with 3D radial trajectories: a graphics processing unit implementation. Magnetic resonance in medicine. 2013 Jan;69(1):91–102.
Sabbaghian M, Sulyman AI, Tarokh V. Capacity analysis for Gaussian channels with memoryless nonlinear hardware. In: IEEE International Conference on Communications. 2013. p. 3403–7.
Jalaleddini K, Moezzi K, Aghdam AG, Alasti M, Tarokh V. Rate assignment in wireless networks: Stability analysis and controller design. IEEE Transactions on Control Systems Technology. 2013 Jan 1;21(2):521–9.
Sulyman AI, Al-Zahrani Y, Al-Dosari S, Al-Sanie A, Al-Shebeili S, Tarokh V. Two-stage constellation partition algorithm for reduced-complexity multiple-input multiple-output–maximum-likelihood detection systems. IET Communications. 2012 Dec 18;6(18):3350–7.
Ishibashi K, Ochiai H, Tarokh V. Energy harvesting cooperative communications. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2012. p. 1819–23.
Nadimi ES, Blanes-Vidal V, Tarokh V. Semidefinite programming-based localization algorithm in networks with inhomogeneous media. In: Proceeding of the 2012 ACM Research in Applied Computation Symposium, RACS 2012. 2012. p. 191–6.
Nadimi ES, Tarokh V. Bayesian source localization in networks with heterogeneous transmission medium. Navigation, Journal of the Institute of Navigation. 2012 Sep 1;59(3):163–75.
Chae CB, Hwang I, Heath RW, Tarokh V. Interference aware-coordinated beamforming in a multi-cell system. IEEE Transactions on Wireless Communications. 2012 Aug 27;11(10):3692–703.
Cho S, Hwang I, Tarokh V, You C. A practical transmit beamforming strategy for closed-loop MIMO communication. International Journal of Communication Systems. 2012 Aug 1;25(8):1091–9.
Mercier H, Tarokh V, Labeau F. Bounds on the capacity of discrete memoryless channels corrupted by synchronization and substitution errors. IEEE Transactions on Information Theory. 2012 Jun 25;58(7):4306–30.
Babadi B, Tarokh V. Vertical spectrum sharing via distributed asynchronous interference avoidance in cognitive radio networks. In: 2012 IEEE Consumer Communications and Networking Conference, CCNC’2012. 2012. p. 869–73.
Kwak Y, Nam S, Kissinger KV, Goddu B, Goepfert LA, Manning WJ, et al. Accelerated phase contrast imaging using compressed sensing with complex difference sparsity. Journal of Cardiovascular Magnetic Resonance. 2012 Feb 1;14.
Babadi B, McKinney SM, Tarokh V, Ellenbogen JM. DiBa: a data-driven Bayesian algorithm for sleep spindle detection. IEEE transactions on bio-medical engineering. 2012 Feb;59(2):483–93.
Babadi B, McKinney S, Tarokh V, Ellenbogen JM. A DATA-DRIVEN BAYESIAN ALGORITHM FOR SLEEP SPINDLE DETECTION. In: SLEEP. OXFORD UNIV PRESS INC; 2012. p. A134–A134.
Babadi B, Tarokh V. Distributed dynamic spectrum allocation for secondary users in a vertical spectrum sharing scenario. IEICE Transactions on Communications. 2012 Jan 1;E95-B(4):1044–55.
Sharma A, Dey S. A comparative study of feature selection and machine learning techniques for sentiment analysis. In: Cho Y, Gantenbein RE, Kuo T-W, Tarokh V, editors. RACS. ACM; 2012. p. 1–7.
Fan P, Panayirci E, Li P, Wang C, Tarokh V. Guest editorial: Special issue on high mobility wireless communications. Journal of Modern Transportation. 2012 Jan 1;20(4):197–8.
Babadi B, Tarokh V. Regularized recursive least squares for anomaly detection in sparse channel tracking applications. In: Proceedings of the 2011 ACM Research in Applied Computation Symposium, RACS 2011. 2011. p. 277–81.
Chae CB, Hwang I, Heath RW, Tarokh V. Jointly optimized two-cell MIMO systems. In: 2011 IEEE GLOBECOM Workshops, GC Wkshps 2011. 2011. p. 421–5.
Kim KT, Noh W, Tarokh V. Robust scalable physical layer network coding. In: 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011. 2011. p. 1446–53.
Nadimi ES, Blanes-Vidal V, Tarokh V. Localization of mobile nodes based on inaccurate round-trip-time measurements using Bayesian inference. In: Proceedings of the 2011 ACM Research in Applied Computation Symposium, RACS 2011. 2011. p. 152–7.
Moghari MH, Akçakaya M, O’Connor A, Basha TA, Casanova M, Stanton D, et al. Compressed-sensing motion compensation (CosMo): a joint prospective-retrospective respiratory navigator for coronary MRI. Magnetic resonance in medicine. 2011 Dec;66(6):1674–81.
Babadi B, Tarokh V. Spectral distribution of the product of two random matrices based on binary block codes. In: 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011. 2011. p. 917–9.
Krishnamurthy S, Bliss DW, Tarokh V. Sidelobe level distribution computation for antenna arrays with arbitrary element distributions. In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2011. p. 2045–50.
Sabbaghian M, Kwak Y, Tarokh V. New codes from dual BCH codes with applications in Low PAPR OFDM. IEEE Transactions on Wireless Communications. 2011 Dec 1;10(12):3990–4.
Shin WY, Lucani DE, Médard M, Stojanovic M, Tarokh V. Information-theoretic limits of dense underwater networks. In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2011. p. 1835–9.
Saligheh H, Kang J, Chung J, Tarokh V. Analog Transmission. In: Handbook of Computer Networks. 2011. p. 102–14.
Akçakaya M, Park J, Tarokh V. A coding theory approach to noisy compressive sensing using low density frames. IEEE Transactions on Signal Processing. 2011 Nov 1;59(11):5369–79.
Kim SJ, Devroye N, Mitran P, Tarokh V. Achievable rate regions and performance comparison of half duplex bi-directional relaying protocols. IEEE Transactions on Information Theory. 2011 Oct 1;57(10):6405–18.
Bai D, Ghassemzadeh SS, Miller RR, Tarokh V. Beam selection gain versus antenna selection gain. IEEE Transactions on Information Theory. 2011 Oct 1;57(10):6603–18.
Mileounis G, Kalouptsidis N, Babadi B, Tarokh V. Blind identification of sparse channels and symbol detection via the em algorithm. In: 17th DSP 2011 International Conference on Digital Signal Processing, Proceedings. 2011.
Akçakaya M, Basha TA, Goddu B, Goepfert LA, Kissinger KV, Tarokh V, et al. Low-dimensional-structure self-learning and thresholding: regularization beyond compressed sensing for MRI reconstruction. Magnetic resonance in medicine. 2011 Sep;66(3):756–67.
Jeon SW, Devroye N, Vu M, Chung SY, Tarokh V. Cognitive networks achieve throughput scaling of a homogeneous network. IEEE Transactions on Information Theory. 2011 Aug 1;57(8):5103–15.
Kalouptsidis N, Mileounis G, Babadi B, Tarokh V. Adaptive algorithms for sparse system identification. Signal Processing. 2011 Aug 1;91(8):1910–9.
Sabbaghian M, Kwak Y, Smida B, Tarokh V. Near shannon limit and low peak to average power ratio turbo block coded OFDM. IEEE Transactions on Communications. 2011 Aug 1;59(8):2042–5.
Shin WY, Jeon SW, Devroye N, Vu MH, Chung SY, Lee YH, et al. Improved capacity scaling in wireless networks with infrastructure. IEEE Transactions on Information Theory. 2011 Aug 1;57(8):5088–102.
Kim SJ, Ghassemzadeh SS, Miller RR, Tarokh V. Optimum cognitive radio transmission scheme for reducing average interference power. In: 12th Canadian Workshop on Information Theory, CWIT 2011. 2011. p. 24–5.
Babadi B, Ghassemzadeh SS, Tarokh V. Group randomness properties of pseudo-noise and gold sequences. In: 12th Canadian Workshop on Information Theory, CWIT 2011. 2011. p. 42–6.
Ku ML, Chen Q, Ghassemzadeh SS, Tarokh V, Wang LC. Service coverage for cognitive radio networks with cooperative relays in shadowed hotspot areas. In: 2011 IEEE Wireless Communications and Networking Conference, WCNC 2011. 2011. p. 1759–64.
Kwak Y, Sabbaghian M, Smida B, Tarokh V. Low peak to average power ratio Turbo Block QPSK coded OFDM. In: 2011 IEEE Consumer Communications and Networking Conference, CCNC’2011. 2011. p. 637–41.
Babadi B, Tarokh V. Spectral distribution of random matrices from binary linear block codes. IEEE Transactions on Information Theory. 2011 Jun 1;57(6):3955–62.
Kim KT, Hwang CS, Tarokh V. Network error correction from matrix network coding. In: 2011 Information Theory and Applications Workshop, ITA 2011 - Conference Proceedings. 2011. p. 394–402.
Akçakaya M, Nam S, Hu P, Moghari MH, Ngo LH, Tarokh V, et al. Compressed sensing with wavelet domain dependencies for coronary MRI: a retrospective study. IEEE transactions on medical imaging. 2011 May;30(5):1090–9.
Smida B, Efthymoglou GP, Ghassemzadeh SS, Tarokh V. On effects of antenna pointing accuracy for on-the-move satellite networks. IEEE Transactions on Vehicular Technology. 2011 May 1;60(4):1677–86.
Akçakaya M, Hu P, Chuang ML, Hauser TH, Ngo LH, Manning WJ, et al. Accelerated noncontrast-enhanced pulmonary vein MRA with distributed compressed sensing. Journal of magnetic resonance imaging : JMRI. 2011 May;33(5):1248–55.
Shin W-Y, Lucani DE, Medard M, Stojanovic M, Tarokh V. On the Order Optimality of Large-scale Underwater Networks. 2011 Mar 1;
Jia P, Vu M, Le-Ngoc T, Hong SC, Tarokh V. Capacity- and Bayesian-based cognitive sensing with location side information. IEEE Journal on Selected Areas in Communications. 2011 Feb 1;29(2):276–89.
Smida B, Tarokh V. Analysis of interference in air-to-ground CDMA cellular systems under idealized assumptions. IEEE Transactions on Communications. 2011 Jan 1;59(1):258–67.
Babadi B, Tarokh V. GADIA: A greedy asynchronous distributed interference avoidance algorithm. IEEE Transactions on Information Theory. 2010 Dec 1;56(12):6228–52.
Chen Q, Li J, Fan P, Tarokh V. On the performance estimate for Turbo codes. In: 2010 International Conference on Wireless Communications and Signal Processing, WCSP 2010. 2010.
Shin WY, Lucani DE, Médard M, Stojanovic M, Tarokh V. Multi-hop routing is order-optimal in underwater extended networks. In: IEEE International Symposium on Information Theory - Proceedings. 2010. p. 510–4.
Larsson P, Smida B, Koike-Akino T, Tarokh V. Analysis of network coded HARQ for multiple unicast flows. In: IEEE International Conference on Communications. 2010.
Babadi B, Kalouptsidis N, Tarokh V. SPARLS: The Sparse RLS Algorithm. IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2010 Aug 1;58(8):4013–25.
Babadi B, Kalouptsidis N, Tarokh V. SPARLS: The sparse RLS algorithm. IEEE Transactions on Signal Processing. 2010 Aug 1;58(8):4013–25.
Babadi B, Tarokh V. Random frames from binary linear block codes. In: 2010 44th Annual Conference on Information Sciences and Systems, CISS 2010. 2010.
Mileounis G, Babadi B, Kalouptsidis N, Tarokh V. An adaptive greedy algorithm with application to nonlinear communications. IEEE Transactions on Signal Processing. 2010 Jun 1;58(6):2998–3007.
Shin W-Y, Lucani DE, Medard M, Stojanovic M, Tarokh V. On Capacity Scaling of Underwater Networks: An Information-Theoretic Perspective. 2010 May 5;
Mercier H, Bhargava VK, Tarokh V. A survey of error-correcting codes for channels with symbol synchronization errors. IEEE Communications Surveys and Tutorials. 2010 Mar 1;12(1):87–96.
Zhao H, Fan P, Tarokh V. On the equivalence of interleavers for turbo codes using quadratic permutation polynomials over integer rings. IEEE Communications Letters. 2010 Mar 1;14(3):236–8.
Chen Q, Li J, Fan P, Tarokh V. An exponential model for evaluating error performance of turbo codes. In: GLOBECOM - IEEE Global Telecommunications Conference. 2010.
Mileounis G, Babadi B, Kalouptsidis N, Tarokh V. An Adaptive Greedy Algorithm with Application to Sparse Narma Identification. In: ICASSP. IEEE; 2010. p. 3810–3.
Akçakaya M, Tarokh V. Shannon-theoretic limits on noisy compressive sampling. IEEE Transactions on Information Theory. 2010 Jan 1;56(1):492–504.
Akçakaya M, Park J, Tarokh V. Low density frames for compressive sensing. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2010. p. 3642–5.
Kalouptsidis N, Mileounis G, Babadi B, Tarokh V. Adaptive algorithms for sparse nonlinear channel estimation. In: IEEE Workshop on Statistical Signal Processing Proceedings. 2009. p. 221–4.
Kim SJ, Ghassemzadeh SS, Miller RR, Tarokh V. TAS protocols of a PASD system with limited feedback information. In: GLOBECOM - IEEE Global Telecommunications Conference. 2009.
Koike-Akino T, Popovski P, Tarokh V. Adaptive modulation and network coding with optimized precoding in two-way relaying. In: GLOBECOM - IEEE Global Telecommunications Conference. 2009.
Jeon SW, Devroye N, Vu M, Chung SY, Tarokh V. Cognitive networks achieve throughput scaling of a homogeneous network. In: Final Proceedings of the 2009 7th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, WiOpt 2009. 2009.
Tarokh V. Preface. 2009.
Moezzi K, Jalaleddini K, Aghdam AG, Alasti M, Tarokh V. An adaptive rate assignment strategy for CDMA2000 IS-856 subject to RAB delay. In: GLOBECOM - IEEE Global Telecommunications Conference. 2009.
Koike-Akino T, Larsson P, Popovski P, Tarokh V. Non-linear network coding in two-way relaying discrete channels. In: 2009 International Conference on Wireless Communications and Signal Processing, WCSP 2009. 2009.
Koike-Akino T, Tarokh V. Sphere packing optimization and EXIT chart analysis for multi-dimensional QAM signaling. In: IEEE International Conference on Communications. 2009.
Koike-Akino T, Popovski P, Tarokh V. Denoising strategy for convolutionally-coded bidirectional relaying. In: IEEE International Conference on Communications. 2009.
Kim SJ, Devroye N, Tarokh V. A class of Bi-directional multi-relay protocols. In: IEEE International Symposium on Information Theory - Proceedings. 2009. p. 349–53.
Jalaleddini K, Moezzi K, Aghdam AG, Alasti M, Tarokh V. Controller design for rate assignment in wireless networks. In: IEEE International Conference on Communications. 2009.
Yiu S, Vu M, Tarokh V. Interference and noise reduction by beamforming in cognitive networks. IEEE Transactions on Communications. 2009 Nov 6;57(10):3144–53.
Smida B, Efthymoglou GP, Ghassemzadeh SS, Tarokh V. Interference analysis between on-the-move users and GEO satellites. In: IEEE Vehicular Technology Conference. 2009.
Bai D, Mitran P, Ghassemzadeh SS, Miller RR, Tarokh V. Rate of channel hardening of antenna selection diversity schemes and its implication on scheduling. IEEE Transactions on Information Theory. 2009 Oct 8;55(10):4353–65.
Koike-Akino T, Devroye N, Tarokh V. Frequency-domain bit-flipping equalizer for wideband MIMO channels. IEEE Transactions on Wireless Communications. 2009 Oct 1;8(10):4969–73.
Feng L, Fan P, Hao L, Loo KK, Tarokh V. A new construction of signature waveforms for multi-rate multi-cell QS-CDMA systems. Wireless Personal Communications. 2009 Sep 1;50(4):493–507.
You C, Hwang I, Kim Y, Tarokh V. Dual antenna selection algorithms and feedback strategies with reduced complexity for multiple-input multiple-output systems. IET Microwaves, Antennas and Propagation. 2009 Aug 24;3(6):906–16.
Sharif M, Tarokh V, Hassibi B. Peak power reduction of OFDM signals with sign adjustment. IEEE Transactions on Communications. 2009 Aug 12;57(7):2160–6.
Vu M, Tarokh V. Scaling laws of single-hop cognitive networks. IEEE Transactions on Wireless Communications. 2009 Aug 1;8(8):4089–97.
Babadi B, Kalouptsidis N, Tarokh V. Comparison of SPARLS and RLS algorithms for adaptive filtering. In: 2009 IEEE Sarnoff Symposium, SARNOFF 2009 - Conference Proceedings. 2009.
Vu M, Devroye N, Tarokh V. On the primary exclusive region of cognitive networks. IEEE Transactions on Wireless Communications. 2009 Jul 1;8(7):3380–5.
Koike-Akino T, Popovski P, Tarokh V. Optimized constellations for two-way wireless relaying with physical network coding. IEEE Journal on Selected Areas in Communications. 2009 Jun 1;27(5):773–87.
Hwang I, You C, Kim Y, Tarokh V. Downlink transmission rate-control strategies for closed-loop multiple-input multiple-output systems. IET Communications. 2009 Apr 20;3(4):620–9.
Akçakaya M, Park J, Tarokh V. Compressive Sensing Using Low Density Frames. 2009 Mar 3;
Babadi B, Kalouptsidis N, Tarokh V. SPARLS: A Low Complexity Recursive $mathcal{L}_1$-Regularized Least Squares Algorithm. 2009 Jan 6;
Kim SJ, Ghassemzadeh SS, Miller RR, Tarokh V. TAS Protocols of a PASD system with limited feedback information. In: Ulema M, editor. GLOBECOM 2009 - 2009 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-8. IEEE; 2009. p. 6173-+.
Moezzi K, Jalaleddini K, Aghdam AG, Alasti M, Tarokh V. An Adaptive Rate Assignment Strategy for CDMA2000 IS-856 Subject to RAB Delay. In: Ulema M, editor. GLOBECOM 2009 - 2009 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-8. IEEE; 2009. p. 5989-+.
Koike-Akino T, Popovski P, Tarokh V. Adaptive Modulation and Network Coding with Optimized Precoding in Two-Way Relaying. In: Ulema M, editor. GLOBECOM 2009 - 2009 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-8. IEEE; 2009. p. 5400-+.
Koike-Akino T, Popovski P, Tarokh V. Denoising Strategy for Convolutionally-Coded Bidirectional Relaying. In: 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8. IEEE; 2009. p. 3306-+.
Jalaleddini K, Moezzi K, Aghdam AG, Alasti M, Tarokh V. Controller Design for Rate Assignment in Wireless Networks. In: 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8. IEEE; 2009. p. 4025-+.
Koike-Akino T, Tarokh V. Sphere Packing Optimization and EXIT Chart Analysis for Multi-Dimensional QAM Signaling. In: 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8. IEEE; 2009. p. 3888–92.
Bai D, Ghassemzadeh SS, Miller RR, Tarokh V. Beam Selection Gain Versus Antenna Selection Gain. CoRR. 2009;abs/0902.0966.
Jeon S-W, Devroye N, Vu M, Chung S-Y, Tarokh V. Cognitive networks achieve throughput scaling of a homogeneous network. In: Chong S, Choi W, editors. WiOpt. IEEE; 2009. p. 1–5.
Kim SJ, Devroye N, Tarokh V. Bi-directional half-duplex relaying protocols. Journal of Communications and Networks. 2009 Jan 1;11(5):433–44.
Babadi B, Kalouptsidis N, Tarokh V. Asymptotic achievability of the Cramér-Rao bound for noisy compressive sampling. IEEE Transactions on Signal Processing. 2009 Jan 1;57(3):1233–6.
Babadi B, Tarokh V. The impact of spectrum sensing time on the performance of the GADIA algorithm. In: 2008 IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks, DySPAN 2008. 2008. p. 472–8.
Ochiai H, Mitran P, Poor HV, Tarokh V. Random array theory and collaborative beamforming. In: Handbook on Advancements in Smart Antenna Technologies for Wireless Networks. 2008. p. 94–106.
Bai D, Ghassemzadeh SS, Miller RR, Tarokh V. Beam selection gain from butler matrices. In: IEEE Vehicular Technology Conference. 2008.
Yiu S, Vu M, Tarokh V. Interference reduction by beamforming in cognitive networks. In: GLOBECOM - IEEE Global Telecommunications Conference. 2008. p. 4406–11.
Koike-Akino T, Popovski P, Tarokh V. Denoising maps and constellations for wireless network coding in two-way relaying systems. In: GLOBECOM - IEEE Global Telecommunications Conference. 2008. p. 3790–4.
Koike-Akino T, Popovski P, Tarokh V. Two-way relaying with network coding for frequency-selective fading channels. In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2008. p. 2221–5.
Entekhabi AH, Sharif M, Tarokh V. On the peak to average power reduction of OFDM signals using reserved subcarriers. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2008.
Kim SJ, Mitran P, Tarokh V. Performance bounds for bidirectional coded cooperation protocols. IEEE Transactions on Information Theory. 2008 Nov 10;54(11):5235–41.
Kim SJ, Devroye N, Tarokh V. Bi-directional half-duplex protocols with multiple relays. 2008 Oct 7;
Shin WY, Jeon SW, Devroye N, Vu MH, Chung SY, Lee YH, et al. Improved throughput scaling in wireless ad hoc networks with infrastructure. In: IEEE International Symposium on Information Theory - Proceedings. 2008. p. 1118–22.
Vu M, Devroye N, Tarokh V. The primary exclusive region in cognitive networks. In: 2008 5th IEEE Consumer Communications and Networking Conference, CCNC 2008. 2008. p. 1014–9.
Akçakaya M, Tarokh V. Noisy compressive sampling limits in linear and sublinear regimes. In: CISS 2008, The 42nd Annual Conference on Information Sciences and Systems. 2008. p. 1–4.
Parker PA, Bliss DW, Tarokh V. On the degrees-of-freedom of the MIMO interference channel. In: CISS 2008, The 42nd Annual Conference on Information Sciences and Systems. 2008. p. 62–7.
Nam S, Vu M, Tarokh V. Relay selection methods for wireless cooperative communications. In: CISS 2008, The 42nd Annual Conference on Information Sciences and Systems. 2008. p. 859–64.
Babadi B, Tarokh V. A distributed asynchronous algorithm for spectrum sharing in wireless ad hoc networks. In: CISS 2008, The 42nd Annual Conference on Information Sciences and Systems. 2008. p. 831–5.
Smida B, Tarokh V. Ground-to-air interference analysis in cellular ATG systems. In: CISS 2008, The 42nd Annual Conference on Information Sciences and Systems. 2008. p. 225–8.
Smida B, Tarokh V. Interference in air-to-ground cellular systems. In: IEEE International Conference on Communications. 2008. p. 1077–81.
Hong SC, Vu MH, Tarokh V. Cognitive sensing based on side information. In: Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008.
Kim SJ, Devroye N, Mitran P, Tarokh V. Comparison of bi-directional relaying protocols. In: Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008.
Babadi B, Tarokh V. Distributed dynamic frequency allocation in wireless networks under time-varying user activities. In: Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008.
Babadi B, Tarokh V. Iterative approach to base station positioning in cellular networks. In: Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008.
Kim SJ, Devroye N, Mitran P, Tarokh V. Achievable rate regions for bi-directional relaying. 2008 Aug 7;
Parker PA, Mitran P, Bliss DW, Tarokh V. On bounds and algorithms for frequency synchronization for collaborative communication systems. IEEE Transactions on Signal Processing. 2008 Aug 1;56(8 I):3742–52.
Akçakaya M, Tarokh V. A frame construction and a universal distortion bound for sparse representations. IEEE Transactions on Signal Processing. 2008 Jun 1;56(6):2443–50.
Vu M, Devroye N, Tarokh V. An overview of scaling laws in ad hoc and cognitive radio networks. Wireless Personal Communications. 2008 May 1;45(3):343–54.
Devroye N, Vu M, Tarokh V. Achievable rates and scaling laws for cognitive radio channels. Eurasip Journal on Wireless Communications and Networking. 2008 Feb 5;2008.
Swami A, Berry RA, Sayeed AM, Tarokh V, Zhao Q. Introduction to the issue on signal processing and networking for dynamic spectrum access. IEEE Journal on Selected Topics in Signal Processing. 2008 Feb 1;2(1):1–3.
Bai D, Ghassemzadeh SS, Miller RR, Tarokh V. Beam Selection Gain from Butler Matrices. In: 68TH IEEE VEHICULAR TECHNOLOGY CONFERENCE, FALL 2008. IEEE; 2008. p. 446–50.
Entekhabi AH, Sharif M, Tarokh V. On the Peak to Average Power Reduction of OFDM Signals Using Reserved Subcarriers. In: 2008 IEEE 19TH INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS. IEEE; 2008. p. 1630-+.
Shin OS, Kung HT, Tarokh V. Construction of block orthogonal Golay sequences and application to channel estimation of mimo-ofdm systems. IEEE Transactions on Communications. 2008 Jan 1;56(1):27–31.
Devroye N, Vu M, Tarokh V. Cognitive radio networks: Highlights of information theoretic limits, models, and design. IEEE Signal Processing Magazine. 2008 Jan 1;25(6):12–23.
Hwang I, You C, Kim D, Kim Y, Tarokh V. A broadcast scheme for MIMO systems with channel state information at the transmitter. IEICE Transactions on Communications. 2008 Jan 1;E91-B(2):613–7.
Vu M, Ghassemzadeh SS, Tarokh V. Interference in a cognitive network with beacon. In: IEEE Wireless Communications and Networking Conference, WCNC. 2008. p. 876–81.
Bai D, Ghassemzadeh SS, Miller RR, Tarokh V. Performance analysis of a PASD antenna system in Rayleigh fading channels. In: IEEE Wireless Communications and Networking Conference, WCNC. 2008. p. 1014–9.
Hwang I, Kim D, You C, Kim Y, Tarokh V. A new practical dirty-paper coding strategy in MIMO system. In: Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings. 2007. p. 125–9.
Vu M, Devroye N, Sharif M, Tarokh V. Scaling laws of cognitive networks. Proceedings of the 2nd International Conference on Cognitive Radio Oriented Wireless Networks and Communications, CrownCom. 2007 Dec 1;2–8.
Hwang I, You C, Kim Y, Tarokh V. Antenna selection strategies for MIMO systems. In: IEEE International Conference on Communications. 2007. p. 4140–3.
Devroye N, Mitran P, Sharif M, Ghassemzadeh S, Tarokh V. Information theoretic analysis of cognitive radio systems. In: Cognitive Wireless Communication Networks. 2007. p. 45–78.
Kim SJ, Mitran P, John C, Ghanadan R, Tarokh V. Coded bi-directional relaying in combat scenarios. In: Proceedings - IEEE Military Communications Conference MILCOM. 2007.
Bai D, Mitran P, Ghassemzadeh SS, Miller RR, Tarokh V. Channel hardening and the scheduling gain of antenna selection diversity schemes. In: IEEE International Symposium on Information Theory - Proceedings. 2007. p. 1066–70.
Devroye N, Tarokh V. Fundamental limits of cognitive radio networks. In: Cognitive Wireless Networks: Concepts, Methodologies and Visions Inspiring the Age of Enlightenment of Wireless Communications. 2007. p. 327–51.
Akçakaya M, Tarokh V. On sparsity, redundancy and quality of frame representations. In: IEEE International Symposium on Information Theory - Proceedings. 2007. p. 951–5.
Parker PA, Mitran P, Bliss DW, Tarokh V. Training sequence design for wireless collaborative communication systems in frequency-selective fading. In: Conference Record - Asilomar Conference on Signals, Systems and Computers. 2007. p. 2050–7.
Akçakaya M, Tarokh V. Performance study of various sparse representation methods using redundant frames. In: Forty-first Annual Conference on Information Sciences and Systems, CISS 2007 - Proceedings. 2007. p. 726–9.
Babadi B, Tarokh V. A Distributed Dynamic Frequency Allocation Algorithm. 2007 Nov 20;
Sang JK, Mitran P, Tarokh V. Performance bounds for Bi-directional coded cooperation protocols. Proceedings - International Conference on Distributed Computing Systems. 2007 Nov 15;
Akçakaya M, Tarokh V. Performance of sparse representation algorithms using randomly generated frames. IEEE Signal Processing Letters. 2007 Nov 1;14(11):777–80.
Devroye N, Tarokh V. On the Degrees of Freedom in Cognitive Radio Channels. 2007 Jul 12;
Shin OS, Chan AM, Kung HT, Tarokh V. Design of an OFDM cooperative space-time diversity system. IEEE Transactions on Vehicular Technology. 2007 Jul 1;56(4 II):2203–15.
Yim R, Shin OS, Tarokh V. Reverse-link rate control algorithms with fairness guarantees for CDMA systems. IEEE Transactions on Wireless Communications. 2007 Apr 1;6(4):1386–97.
Akçakaya M, Tarokh V. Performance Bounds on Sparse Representations Using Redundant Frames. 2007 Mar 9;
Vu M, Devroye N, Sharif M, Tarokh V. Scaling Laws of Cognitive Networks. In: Chandramouli R, Martin F, editors. CrownCom. IEEE; 2007. p. 2–8.
Bai D, Mitran P, Ghassemzadeh SS, Miller RR, Tarokh V. Rate of Channel Hardening of Antenna Selection Diversity Schemes and Its Implication on Scheduling. CoRR. 2007;abs/cs/0703022.
Babadi B, Tarokh V. A Distributed Dynamic Frequency Allocation Algorithm For Ad Hoc Networks. CoRR. 2007;abs/0711.3247.
Parker PA, Bliss DW, Mitran P, Tarokh V. Adaptive frequency synchronization for collaborative communication systems. In: Proceedings - International Conference on Distributed Computing Systems. 2007. p. 82–7.
Tarokh V, Alamouti SM, Koivunen V, Kim KH. MIMO-OFDM and its application. Journal of Communications and Networks. 2007 Jan 1;9(2):109.
Greenstein LJ, Ghassemzadeh SS, Hong SC, Tarokh V. Comparison study of UWB indoor channel models. IEEE Transactions on Wireless Communications. 2007 Jan 1;6(1):128–35.
Shin OS, Devroye N, Mitran P, Ochiai H, Ghassemzadeh SS, Kung HT, et al. Cooperation, competition and cognition in wireless networks: From theory to implementation. In: Cooperation in Wireless Networks: Principles and Applications: Real Egoistic Behavior is to Cooperate! 2006. p. 69–100.
Rosenblum M, Caramanis C, Goemans MX, Tarokh V. Approximating fluid schedules in crossbar packet-switches and Banyan networks. IEEE/ACM Transactions on Networking. 2006 Dec 1;14(6):1374–86.
Ochiai H, Mitran P, Tarokh V. Variable-rate two-phase collaborative communication protocols for wireless networks. IEEE Transactions on Information Theory. 2006 Sep 1;52(9):4299–313.
Devroye N, Mitran P, Tarokh V. Limits on communications in a cognitive radio channel. IEEE Communications Magazine. 2006 Jun 1;44(6):44–9.
Devroye N, Mitran P, Tarokh V. Achievable rates in cognitive radio channels. IEEE Transactions on Information Theory. 2006 May 1;52(5):1813–27.
Mitran P, Devroye N, Tarokh V. On compound channels with side information at the transmitter. IEEE Transactions on Information Theory. 2006 Apr 1;52(4):1745–55.
Kim IM, Ghassemzadeh SS, Tarokh V. Optimized nonuniform PSK for multiclass traffic and its application to space-time block codes. IEEE Transactions on Communications. 2006 Feb 1;54(2):364–73.
Rosenblum M, Caramanis C, Goemans MX, Tarokh V. Approximating fluid schedules in crossbar packet-switches and Banyan networks. IEEE/ACM Trans Netw. 2006;14:1374–87.
Jung YH, Nam SH, Kim Y, Chung J, Tarokh V. Differential spatial multiplexing for two and three transmit antennas. In: IEEE International Conference on Communications. 2006. p. 3317–22.
Choi YS, Alamouti SM, Tarokh V. Complementary beamforming: New approaches. IEEE Transactions on Communications. 2006 Jan 1;54(1):41–50.
Devroye N, Mitran P, Tarokh V. Cognitive decomposition of wireless networks. In: 2006 1ST INTERNATIONAL CONFERENCE ON COGNITIVE RADIO ORIENTED WIRELESS NETWORKS AND COMMUNICATIONS. IEEE; 2006. p. 145-+.
Devroye N, Mitran P, Tarokh V. Cognitive decomposition of wireless networks. In: 1st International Conference on Cognitive Radio Oriented Wireless Networks and Communications 2006, CROWNCOM. 2006.
Yim R, Shin OS, Tarokh V. Distributed delay-aware rate control algorithm for the reverse-link of CDMA systems. In: IEEE International Conference on Communications. 2006. p. 4363–8.
Shin OS, Ghassemzadeh SS, Greenstein LJ, Tarokh V. Performance evaluation of MB-OFDM and DS-UWB systems for wireless personal area networks. In: ICU 2005: 2005 IEEE International Conference on Ultra-Wideband, Conference Proceedings. 2005. p. 214–9.
Devroye N, Mitran P, Tarokh V. Cognitive multiple access networks. In: IEEE International Symposium on Information Theory - Proceedings. 2005. p. 57–61.
Ochiai H, Mitran P, Poor HV, Tarokh V. Collaborative beamforming for distributed wireless ad hoc sensor networks. IEEE Transactions on Signal Processing. 2005 Nov 1;53(11):4110–24.
Kim IM, Hong SC, Ghassemzadeh SS, Tarokh V. Opportunistic beamforming based on multiple weighting vectors. IEEE Transactions on Wireless Communications. 2005 Nov 1;4(6):2683–7.
Chung J, Nam SH, Jung YH, Tarokh V. Trading-off transmission rate with transmit diversity in differential detection. In: IEEE Vehicular Technology Conference. 2005. p. 1638–41.
Yim R, Rosenblum M, Tarokh V. Delay bounds for packetizing time-varying fluid policies with speedup and lookahead in single server systems. In: Proceedings - IEEE INFOCOM. 2005. p. 2590–601.
Kim IM, Hong SC, Ghassemzadeh SS, Tarokh V. Optimum opportunistic beamforming based on multiple weighting vectors. In: IEEE International Conference on Communications. 2005. p. 2427–30.
Mitran P, Ochiai H, Tarokh V. Collaborative diversity enhancements for wireless communications. In: IEEE International Conference on Communications. 2005. p. 2437–41.
Ghassemzadeh SS, Greenstein LJ, Sveinsson T, Kavčić A, Tarokh V. UWB delay profile models for residential and commercial indoor environments. IEEE Transactions on Vehicular Technology. 2005 Jul 1;54(4):1235–44.
Mitran P, Ochiai H, Tarokh V. Space-time diversity enhancements using collaborative communications. IEEE Transactions on Information Theory. 2005 Jun 1;51(6):2041–57.
Parker P, Wolfe PJ, Tarokh V. A signal processing application of randomized low-rank approximations. In: 2005 IEEE/SP 13TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING (SSP), VOLS 1 AND 2. IEEE; 2005. p. 311–6.
Ochiai H, Mitran P, Poor HV, Tarokh V. On the effects of phase estimation errors on collaborative beamforming in wireless ad hoc networks. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2005.
Parker P, Wolfe PJ, Tarokh V. A signal processing application of randomized low-rank approximations. In: IEEE Workshop on Statistical Signal Processing Proceedings. 2005. p. 345–50.
Ochiai H, Mitran P, Tarokh V. Design and analysis of collaborative diversity protocols for wireless sensor networks. In: IEEE Vehicular Technology Conference. 2004. p. 4645–9.
Ochiai H, Mitran P, Poor HV, Tarokh V. Collaborative beamforming in ad hoc networks. In: 2004 IEEE Information Theory Workshop - Proceedings, ITW. 2004. p. 396–401.
Bellorado J, Ghassemzadeh SS, Kavčić A, Tarokh B, Tarokh V. Time-hopping sequence design for narrowband interference suppression. In: IEEE Vehicular Technology Conference. 2004. p. 3925–9.
Rosenblum M, Goemans MX, Tarokh V. Universal bounds on buffer size for packetizing fluid policies in input queued, crossbar switches. In: Proceedings - IEEE INFOCOM. 2004. p. 1126–34.
Ghassemzadeh SS, Jana R, Rice CW, Turin W, Tarokh V. Measurement and modeling of an ultra-wide bandwidth indoor channel. IEEE Transactions on Communications. 2004 Oct 1;52(10):1786–96.
Cvetkovic Z, Tarokh V, Yoon S. Frequency synchronization in OFDM. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2004.
Hochwald BM, Marzetta TL, Tarokh V. Multiple-antenna channel hardening and its implications for rate feedback and scheduling. IEEE Transactions on Information Theory. 2004 Sep 1;50(9):1893–909.
Nam SH, Hwang CS, Chung J, Tarokh V. Differential space time block codes using QAM for four transmit antennas. In: IEEE International Conference on Communications. 2004. p. 952–6.
Chong CV, Venkataramani R, Tarokh V. Erratum: A new construction of 16-QAM Golay complementary sequences (IEEE Trans. Informa. Theory (2003) 49, (2953-2959)). IEEE Transactions on Information Theory. 2004 Jun 1;50(6):1374.
Bellorado J, Ghassemzadeh SS, Greenstein LJ, Sveinsson T, Tarokh V. Coexistence of Ultra-Wideband Systems with IEEE-802.1la Wireless LANs. In: Conference Record / IEEE Global Telecommunications Conference. 2003. p. 410–4.
Ghassemzadeh SS, Greenstein LJ, Sveinsson T, Tarokh V. An Impulse Response Model For Residential Wireless Channels. In: Conference Record / IEEE Global Telecommunications Conference. 2003. p. 1211–5.
Tarokh V, Choi YS, Alamouti S. Complementary beamforming. In: IEEE Vehicular Technology Conference. 2003. p. 3136–40.
Hwang CS, Nam SH, Chung J, Tarokh V. Differential space time block codes using QAM constellations. In: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2003. p. 1693–7.
Chong CV, Venkataramani R, Tarokh V. A New Construction of 16-QAM Golay Complementary Sequences. IEEE Transactions on Information Theory. 2003 Nov 1;49(11):2953–9.
Hwang CS, Nam SH, Chung J, Tarokh V. Differential space time block codes using nonconstant modulus constellations. IEEE Transactions on Signal Processing. 2003 Nov 1;51(11):2955–64.
Ghassemzadeh SS, Tarokh V. UWB path loss characterization in residential environments. In: IEEE Radio Frequency Integrated Circuits Symposium, RFIC, Digest of Technical Papers. 2003. p. 501–4.
Ghassemzadeh SS, Tarokh V. UWB path loss characterization in residential environments. In: IEEE MTT-S International Microwave Symposium Digest. 2003. p. 365–8.
Biglieri E, Tarokh V, Simon MK. Special issue on coding and signal processing for MIMO system. Journal of Communications and Networks. 2003 Jun;5(2):93–5.
Kim IM, Tarokh V. Variable-rate space-time block codes in M-ary PSK systems. IEEE Journal on Selected Areas in Communications. 2003 Apr 1;21(3):362–73.
Sotiriadis PP, Tarokh V, Chandrakasan AP. Energy reduction in VLSI computation modules: An information-theoretic approach. IEEE Transactions on Information Theory. 2003 Apr 1;49(4):790–808.
Tarokh V, Naguib A, Seshadri N, Calderbank AR. Erratum: Space-time codes for high data rate wireless communications: Performance criteria in the presence of channel estimation errors, mobility, and multiple paths (IEEE Trans. Commun. (1999) 47, (199-207)). IEEE Transactions on Communications. 2003 Jan 1;51(12):2141.
Ghassemzadeh SS, Greenstein LJ, Kavčić A, Sveinsson T, Tarokh V. An empirical indoor path loss model for ultra-wideband channels. Journal of Communications and Networks. 2003 Jan 1;5(4):303–7.
Ghassemzadeh SS, Greenstein LJ, Sveinsson T, Tarokh V. A multipath intensity profile model for residential environments. In: IEEE Wireless Communications and Networking Conference, WCNC. 2003. p. 150–5.
Ghassemzadeh SS, Greenstein LJ, Kavčić A, Sveinsson T, Tarokh V. UWB indoor delay profile model for residential and commercial environments. In: IEEE Vehicular Technology Conference. 2003. p. 3120–5.
Ghassemzadeh SS, Greenstein LJ, Kavčić A, Sveinsson T, Tarokh V. UWB indoor path loss model for residential and commercial buildings. In: IEEE Vehicular Technology Conference. 2003. p. 3115–9.
Ghassemzadeh SS, Tarokh V. Invited - UWB path loss characterization in residential environments. In: Thal H, editor. 2003 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST, VOLS 1-3. IEEE; 2003. p. 365–8.
Tarokh V, Kim IM. Existence and construction of noncoherent unitary space-time codes. IEEE Transactions on Information Theory. 2002 Dec 1;48(12):3112–7.
Sotiriadis PP, Tarokh V, Chandrakasan A. Energy reduction and fundamental energy limits in digital VLSI circuits. In: IEEE International Symposium on Information Theory - Proceedings. 2002. p. 393.
Chong CV, Tarokh V. Two constructions of 16-QAM Golay complementary sequences. In: IEEE International Symposium on Information Theory - Proceedings. 2002. p. 240.
Slock D, Tarokh V, Xia XG. Editorial. Eurasip Journal on Applied Signal Processing. 2002 May 1;2002(5):445–6.
Slock D, Tarokh V, Xia X-G. Editorial. EURASIP Journal on Advances in Signal Processing. 2002 Mar 18;2002(3).
Slock D, Tarokh V, Xia NG. Applied Signal Processing: Editorial. Eurasip Journal on Applied Signal Processing. 2002 Mar 1;(3):209–10.
Haas SM, Shapiro JH, Tarokh V. Space-time codes for wireless optical communications. Eurasip Journal on Applied Signal Processing. 2002 Jan 1;(3):211–20.
Kim IM, Tarokh V. Variable rate sapce-time block codes in MPSK systems. In: Conference Record of the Asilomar Conference on Signals, Systems and Computers. 2002. p. 1122–6.
Ghassemzadeh SS, Jana R, Rice CW, Turin W, Tarokh V. A statistical path loss model for in-home UWB channels. In: 2002 IEEE Conference on Ultra Wideband Systems and Technologies, UWBST 2002 - Digest of Papers. 2002. p. 59–64.
Turin W, Jana R, Ghassemzadeh SS, Rice CW, Tarokh V. Autoregressive modeling of an indoor UWB channel. In: 2002 IEEE Conference on Ultra Wideband Systems and Technologies, UWBST 2002 - Digest of Papers. 2002. p. 71–4.
Tarokh V, Hochwald BM. Existence and construction of block interleavers. In: IEEE International Conference on Communications. 2002. p. 1855–7.
Sotiriadis PP, Chandrakasan A, Tarokh V. Maximum achievable energy reduction using coding with applications to deep sub-micron buses. In: Proceedings - IEEE International Symposium on Circuits and Systems. 2002.
Chong CV, Tarokh V. A simple encodable/decodable OFDM QPSK code with low peak-to-mean envelope power ratio. IEEE Transactions on Information Theory. 2001 Nov 1;47(7):3025–9.
Chong CV, Tarokh V. A simple encodable/decodable OFDM QPSK code with low peak-to-mean envelope power ratio. In: IEEE International Symposium on Information Theory - Proceedings. 2001. p. 315.
Jafarkhani H, Tarokh V. Multiple transmit antenna differential detection from generalized orthogonal designs. IEEE Transactions on Information Theory. 2001 Sep 1;47(6):2626–31.
Rößing C, Tarokh V. A construction of OFDM 16-QAM sequences having low peak powers. IEEE Transactions on Information Theory. 2001 Jan 1;47(5):2091–4.
Haas SM, Shapiro JH, Tarokh V. Space-time codes for wireless optical channels. IEEE International Symposium on Information Theory - Proceedings. 2001 Jan 1;244.
Medvedev I, Tarokh V. A channel-shortening multiuser detector for DS-CDMA systems. In: IEEE Vehicular Technology Conference. 2001. p. 1834–8.
Paterson KG, Tarokh V. On the existence and construction of good codes with low peak-to-average power ratios. In: IEEE International Symposium on Information Theory - Proceedings. 2000. p. 217.
Paterson KG, Tarokh V. On the existence and construction of good codes with low peak-to-average power ratios. IEEE Transactions on Information Theory. 2000 Sep 1;46(6):1974–87.
Tarokh V, Jafarkhani H. Differential detection scheme for transmit diversity. IEEE Journal on Selected Areas in Communications. 2000 Jul 1;18(7):1169–74.
Jafarkhani H, Tarokh V. Image clustering using fuzzy graph theory. In: Proceedings of SPIE - The International Society for Optical Engineering. 2000. p. 245–52.
Tarokh V, Jafarkhani H, Calderbank AR. Correction to "Space-time block codes from orthogonal designs". IEEE Transactions on Information Theory. 2000 Jan;46(1):314–314.
Tarokh V, Jafarkhani H. On the computation and reduction of the peak-to-average power ratio in multicarrier communications. IEEE Transactions on Communications. 2000 Jan 1;48(1):37–44.
Tarokh V, Vardy A, Zeger K. Universal bound on the performance of lattice codes. IEEE Transactions on Information Theory. 1999 Dec 1;45(2):670–81.
Jafarkhani H, Tarokh V. Multiple description trellis-coded quantization. IEEE Transactions on Communications. 1999 Dec 1;47(6):799–802.
Jafarkhani H, Tarokh V. Design of successively refinable trellis-coded quantizers. IEEE Transactions on Information Theory. 1999 Dec 1;45(5):1490–7.
Paterson KG, Tarokh V. On the existence and construction of good codes with low peak-to-average power ratios. HP Laboratories Technical Report. 1999 Apr 1;(51).
Tarokh V, Jafarkhani H, Calderbank AR. Space-time block coding for wireless communications: Performance results. IEEE Journal on Selected Areas in Communications. 1999 Mar 1;17(3):451–60.
Tarokh V, Jafarkhani H. Algorithm for reducing the peak to average power ratio in a multicarrier communications system. In: IEEE VTS 50th Vehicular Technology Conference, VTC 1999-Fall. 1999. p. 680–4.
Tarokh V, Jafarkhnni H. A differential detection scheme for transmit diversity. In: IEEE Wireless Communications and Networking Conference, WCNC. 1999. p. 1043–7.
Tarokh V, Naguib A. Combined array processing and space-time coding. IEEE Transactions on Information Theory. 1999 Jan 1;45(4):1121–8.
Tarokh V. Space-time codes for high data rate wireless communication: performance criteria in the presence of channel estimation errors, mobility, and multiple paths. IEEE Transactions on Communications. 1999 Jan 1;47(2):199–207.
Lo T, Tarokh V. Space-time block coding-from a physical perspective. In: IEEE Wireless Communications and Networking Conference, WCNC. 1999. p. 150–3.
Tarokh V, Jafarkhani H, Calderbank AR. Space-time block codes from orthogonal designs. IEEE Transactions on Information Theory. 1999 Jan 1;45(5):1456–67.
Jafarkhani H, Tarokh V. Multiple description trellis coded quantization. In: IEEE International Conference on Image Processing. 1998. p. 669–73.
Tarokh V, Naguib A, Seshadri N, Calderbank AR. Recent progress in space-time block and trellis coding. IEEE International Symposium on Information Theory - Proceedings. 1998 Dec 1;314.
Agrawal D, Tarokh V, Naguib A, Seshadri N. Space-time coded OFDM for high data-rate wireless communication over wideband channels. In: IEEE Vehicular Technology Conference. 1998. p. 2232–6.
Tarokh V, Seshadri N, Calderbank AR. Space-time codes for high data rate wireless communication: Performance criterion and code construction. IEEE Transactions on Information Theory. 1998 Dec 1;44(2):744–65.
Naguib AF, Tarokh V, Seshadri N, Calderbank AR. A space-time coding modem for high-data-rate wireless communications. IEEE Journal on Selected Areas in Communications. 1998 Oct 1;16(8):1459–77.
Tarokh V, Lo TKY. Principal ratio combining for fixed wireles applications when transmitter diversity is employed. IEEE Communications Letters. 1998 Aug 1;2(8):223–5.
Jafarkhani H, Tarokh V. Successively refinable trellis coded quantization. In: Data Compression Conference Proceedings. 1998. p. 83–92.
Tarokh V, Alamouti SM, Poon P. New detection schemes for transmit diversity with no channel estimation. In: ICUPC 1998 - IEEE 1998 International Conference on Universal Personal Communications, Conference Proceedings. 1998. p. 917–20.
Alamouti SM, Tarokh V, Poon P. Trellis-coded modulation and transmit diversity: Design criteria and performance evaluation. In: ICUPC 1998 - IEEE 1998 International Conference on Universal Personal Communications, Conference Proceedings. 1998. p. 703–7.
Tarokh V, Lo TKY. Principal ratio combining for fixed wireless applications when transmitter diversity is employed. In: ICUPC 1998 - IEEE 1998 International Conference on Universal Personal Communications, Conference Proceedings. 1998. p. 907–9.
Tarokh V, Jafarkhani H, Calderbank AR. The application of orthogonal designs to wireless communication. In: 1998 Information Theory Workshop, ITW 1998. 1998. p. 46–7.
Calderbank AR, Seshadri N, Tarokh V. Space-time codes for wireless communication. IEEE International Symposium on Information Theory - Proceedings. 1997 Dec 1;146.
Tarokh V, Naguib A, Seshadri N, Calderbank AR. Low-rate multi-dimensional space-time codes for both slow and rapid fading channels. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 1997 Dec 1;3:1206–10.
Tarokh V, Vardy A. Upper bounds on trellis complexity of lattices. IEEE Transactions on Information Theory. 1997 Dec 1;43(4):1294–300.
Linder T, Tarokh V, Zeger K. Existence of optimal prefix codes for infinite source alphabets. IEEE Transactions on Information Theory. 1997 Dec 1;43(6):2026–8.
Naguib AF, Tarokh V, Seshadri N, Colderbank AR. Space-time coded modulation for high data rate wireless communications. In: Conference Record / IEEE Global Telecommunications Conference. 1997. p. 102–9.
Tarokh V, Vardy A. Upper bounds on trellis complexity of lattices. In: IEEE International Symposium on Information Theory - Proceedings. 1997. p. 385.
Tarokh V, Vardy A, Zeger K. Sequential decoding of lattice codes. In: IEEE International Symposium on Information Theory - Proceedings. 1997. p. 497.
Tarokh V, Naguib AF, Seshadri N, Calderbank AR. Space-time codes for high data rate wireless communication: Mismatch analysis. IEEE International Conference on Communications. 1997 Jan 1;1:309–13.
Seshadri N, Tarokh V, Calderbank AR. Space-time codes for wireless communication: Code construction. IEEE Vehicular Technology Conference. 1997 Jan 1;2:637–41.
Tarokh V, Seshadri N, Calderbank AR. Space-time codes for high data rate wireless communication: Performance criteria. IEEE International Conference on Communications. 1997 Jan 1;1:299–303.
Tarokh V, Blake LF. Trellis complexity versus the coding gain of lattices I. IEEE Transactions on Information Theory. 1996 Dec 1;42(6 PART 1):1796–807.
Tarokh V, Blake LF. Trellis complexity versus the coding gain of lattices II. IEEE Transactions on Information Theory. 1996 Dec 1;42(6 PART 1):1808–16.
Tarokh V, Blake IF. Trellis complexity versus the coding gain of lattices .2. In: IEEE TRANSACTIONS ON INFORMATION THEORY. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC; 1996. p. 1808–16.
Blake IF, Tarokh V. On the trellis complexity of the densest lattice packings in ℝⁿ. SIAM Journal on Discrete Mathematics. 1996 Jan 1;9(4):597–601.
Britten D, Lemire F, Tarokh V. A Constraint on the Existence of Simple Torsion-Free Lie Modules. Proceedings of the American Mathematical Society. 1995 Aug;123(8):2315–2315.
Tarokh V, Blake IF. Trellis complexity versus the coding gain of lattices. In: IEEE International Symposium on Information Theory - Proceedings. 1995. p. 125.
Britten D, Lemire F, Tarokh V. A constraint on the existence of simple torsion-free lie modules. Proceedings of the American Mathematical Society. 1995 Jan 1;123(8):2315–21.
Le CP, Soltani M, Ravier R, Tarokh V. Task-Aware Neural Architecture Search”, International Conference on Acoustics, Speech, and Signal Processing. In.
Cannella C, Soltani M, Tarokh V. Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows. In.