Artificial Intelligence: Machine Learning and Computational Intelligence, Computer Vision and Pattern Recognition, Big Data Mining and Social Media Analytics
Devices, circuits and sensing; antenna analysis, modeling, design, and optimization; subsurface scattering analysis; computational methods of electromagnetics; novel radar system specification and design; explosives detection
Combinatorial optimization, function approximation for large-scale machine learning, platforms for large-scale social experimentation, assistive technology
Sparse Sensing and Control in Cyber-Physical Networks and Robotics; Distributed Systems Theory and Applications; Network Optimization and Control; Hard Limits and Tradeoff s in Large-Scale Dynamical Networks
Real-time and energy-efficient deep learning and artificial intelligence systems, model compression of deep neural networks (DNNs), neuromorphic computing and non-von Neumann computing paradigms