Vahid Tarokh

Tarokh

Rhodes Family Professor of Electrical and Computer Engineering

Vahid Tarokh’s research is in pursuing new formulations and approaches to getting the most out of datasets. Current projects are focused on representation, modeling, inference and prediction from data such as determining how different people will respond to exposure to certain viruses, predicting rare events from small amounts of data, formulation and calculation of limits of learning from observations, and prediction of a macaque monkey's future actions from its brain waves.

Appointments and Affiliations

  • Rhodes Family Professor of Electrical and Computer Engineering
  • Professor of Electrical and Computer Engineering
  • Professor of Computer Science
  • Professor of Mathematics

Contact Information

Research Interests

Representation, modeling, inference and prediction from data

Representative Publications

  • Ding, J; Tarokh, V; Yang, Y, Model Selection Techniques: An Overview, Ieee Signal Processing Magazine, vol 35 no. 6 (2018), pp. 16-34 [10.1109/MSP.2018.2867638] [abs].
  • Banerjee, T; Choi, J; Pesaran, B; Ba, D; Tarokh, V, Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface, 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol 2018-April (2018), pp. 836-840 [10.1109/ICASSP.2018.8462321] [abs].
  • Xiang, Y; Ding, J; Tarokh, V, Evolutionary Spectra Based on the Multitaper Method with Application to Stationarity Test, 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol 2018-April (2018), pp. 3994-3998 [10.1109/ICASSP.2018.8461443] [abs].
  • Ding, J; Diao, E; Zhou, J; Tarokh, V, A Penalized Method for the Predictive Limit of Learning, 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), vol 2018-April (2018), pp. 4414-4418 [10.1109/ICASSP.2018.8461832] [abs].
  • 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), pp. 1940-1947 [10.23919/ICIF.2018.8455835] [abs].