Faculty

Cyber-physical Systems, Learning, Optimization

Robot Locomotion and Manipulation, Machine Learning, Human-Robot Collaboration, Autonomous Systems, Dynamics and Control

Fast Algorithms for Partial Differential Equations, Signal and Image Processing

Hybrid and Switched Systems; the Modeling and Control of Communication Networks; Distributed Control over Communication Networks (also known as networked control systems); the Use of Vision in Feedback Control; Game Theory; and Stochastic Modeling in Biology

Next-generation Communication, Sensing and Inference Infrastructures centered around Millimeter Wave Systems; Signal Processing Algorithms; Robust Machine Learning

Image Informatics

Geometric Statistics, Geometric Deep Learning, Topological Deep Learning, Equivariant Deep Learning, Shape Analysis, Computational Medicine, Theoretical Neuroscience, Computational Neuroscience

RF Sensing and Learning, Communication-Aware Robotics, Next-generation Communication, Vision, Robotics

Machine Learning, Information Theory, Human-Cyber-Physical Systems, Stochastic Networks

Information Theory, Source Coding and Networking, Distributed Coding, 360-degree Video Coding, 3D Audio Coding, Pattern Recognition and Machine Learning, Nonconvex Optimization

Computer Graphics, Imaging, Computer Vision