Research programs led by ECE faculty on all aspects of signal processing and machine learning, which include statistical and adaptive signal processing, stochastic processes, optimization, artificial intelligence and machine learning, image processing and computer vision, speech and audio processing, computational neuroscience, neural signal processing, information security and forensics, multimedia and video processing, algorithmic fairness, explainability and interpretability, robustness and adversarial machine learning, privacy, and reinforcement learning.

Faculty in this area of research include:


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