Robert Calderbank
robert.calderbank@duke.eduCharles S. Sydnor Distinguished Professor of Computer Science
Directory
Displaying search results for "Academic Curricular Groups: Signal And Information Processing"
Research Interests
Applied statistics and machine learning
Xiang Cheng
xiang.cheng@duke.eduVisiting Assistant Professor in the Department of Electrical and Computer Engineering
Research Interests
Physics-based machine learning algorithms for big data, including developing remediation strategies for the hearing impaired and sensor-based algorithms for the detection of hazardous buried objects
Michael Richard Gustafson
mrg@duke.eduDirector of Undergraduate Studies, Associate Professor of the Practice of ECE
Research Interests
Computational methods for image analysis and information extraction, discrete event simulations, curriculum development and deployment
Lisa Gresham Huettel
lisa.huettel@duke.eduAssociate Dean of Undergraduate Education, Edmund T. Pratt, Jr. School Professor of the Practice of ECE
Research Interests
Engineering education, pedagogy and curriculum development, applications of statistical signal processing
Research Interests
Physics-based and statistical signal processing, sensor array processing, radar and sonar systems, pervasive distributed processing
Douglas Nowacek
doug.nowacek@duke.eduRandolph K. Repass and Sally-Christine Rodgers University Distinguished Professor of Conservation Technology in Environment and Engineering
Research Interests
Marine mammal behavioral and acoustic ecologyOcean noiseOffshore renewable energy
Henry Pfister
henry.pfister@duke.eduJeffrey N. Vinik Associate Professor of Electrical and Computer Engineering
Research Interests
Information theory, communications, probabilistic graphical models, machine learning, and deep neural networks
Galen Reeves
galen.reeves@duke.eduAssociate Professor in the Department of Electrical and Computer Engineering
Research Interests
Information theory, high-dimensional statistical inference, statistical signal processing, compressed sensing, machine learning
Christ D Richmond
christ.richmond@duke.eduProfessor in the Department of Electrical and Computer Engineering
Cynthia D. Rudin
Gilbert, Louis, and Edward Lehrman Distinguished Professor
Stacy L. Tantum
stacy.tantum@duke.eduBell-Rhodes Associate Professor of the Practice of Electrical and Computer Engineering
Research Interests
Physics-based statistical signal processing • Context-aware machine learning • Domain-informed data scienceExplainable/interpretable machine learning • Privacy-aware machine learning • Bias in machine learningNeuroscience-informed teaching •…
Vahid Tarokh
vahid.tarokh@duke.eduRhodes Family Distinguished Professor of Electrical and Computer Engineering
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.
