Machine Learning and AI
Monica Bugallo
Professor
Bayesian Estimation and Inference, Monte Carlo Methods, Machine Learning and Applications, Computational Methods for Data Analysis, Engineering Education and Workforce Development, K–12 STEM Education, Educational Access and Opportunities in STEM
Diego Cuji
PRODIG+ Postdoctoral Fellow
diego.cujidutan@stonybrook.edu
Adaptive Signal Processing and Communication Systems, Underwater Acoustics, Communication in High Doppler-distorted Channels, Algorithms for Machine Learning
Petar Djuric
Distinguished Professor
Machine Learning, Artificial Intelligence, Signal and Information Processing, Bayesian Optimization, Monte Carlo methods and Distributed Signal Processing
Alex Doboli
Professor
Electronic Design Automation, Human-inspired Machine Learning, Cyber-Social Systems, Creativity in Engineering Design, Methodologies and Tools for Team-based Design, Problem Solving in Engineering Design, Design Automation for Power System Design, Software Tools for Education Support
Ji Liu
Associate Professor
Distributed Control and Optimization, Decentralized Reinforcement Learning, Distributed Quantum Computing, Network Epidemiology, Multi-Agent Systems, Network Science
Vibha Mane
Assistant Professor of Practice
Machine Learning, Artificial Intelligence, Approximate Solutions of Master Equation with applications in biochemical networks
Jorge Mendez-Mendez
Assistant Professor
jorge.mendezmendez@stonybrook.edu
Lifelong machine learning, sequential decision making, robot learning, reinforcement learning
Andrew Singer
Dean, College of Engineering and Applied Sciences & Professor
Andrew.C.Singer@stonybrook.edu
Signal Processing and Communication Systems, Algorithms for Machine Learning and Sequential Decision Making, Underwater Sensing and Signal Processing, Audio and Speech Signal Processing, Augmented Listening Systems
Wendy Tang
Associate Professor & Associate Chair
Parallel and distributed processing; massively parallel systems; computer architecture; neural networks
Lav R. Varshney
Della Pietra Infinity Professor / Director, AI Innovation Institute
Artificial intelligence, information theory, statistical signal processing, neuroscience, public policy
Fan Ye
Professor & Graduate Program Director
Mobile and embedded sensing systems and applications, location based services, edge computing, Internet-of-Things, sensor networks, energy and power efficiency
Peng Zhang
SUNY Empire Innovation Professor
Power and Energy, Quantum Grids (Quantum-Engineered Power Grids), AI-Enabled Power Grids, Grid Reliability and Security, Cybersecurity, Power System Stability and Control, Electromagnetic Transients
Yifan Zhou
Assistant Professor
Power system dynamics and stability, inverter-based resources, renewable energy, verifiable smart grids, machine learning in smart grids, quantum computing