Pieter Abbeel Division of Computer Science (EECS) robotics, machine learning, artificial intelligence, Deep Learning
Adrian Aguilera Computational Precision Health Program School of Social Welfare digital health, Depression Interventions, Cognitive Behavioral Therapy, health equity, machine learning, implementation science
Ahmed Alaa Computational Precision Health Program machine learning and artificial intelligence, health care, statistics
Anil Aswani Dept of Industrial Engineering & Operations Research machine learning and artificial intelligence, precision health, optimization, statistics
David Bamman School of Information natural language processing, machine learning, digital humanities, computational social science, data science
Peter Bartlett Dept of Statistics Division of Computer Science (EECS) machine learning, statistical learning theory, adaptive control
Alexandre Bayen Division of Electrical Engineering (EECS) control, optimization, machine learning, Applications: transportation; mobile sensing ; connected health
Gašper Beguš Dept of Linguistics computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics
Peter Bickel Dept of Statistics statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology
Joshua Bloom Dept of Astronomy machine learning, gamma-ray bursts, supernovae, time-domain astronomy, data-driven discovery
Joshua Blumenstock School of Information machine learning, development economics, poverty and public policy, inequality and crisis
Christian Borgs Division of Computer Science (EECS) theoretical computer science, probability theory, combinatorics, complex networks., statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences
Van P. Carey Dept of Mechanical Engineering mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling.
Gerbrand Ceder Dept of Materials Science and Engineering energy storage, computational modeling, machine learning, autonomous laboratories
Luis Ceferino Dept of Civil and Environmental Engineering multi-hazard risk analysis, reliability of critical infrastructure systems, climate adaptation and disaster resilience, structural engineering, extreme event modeling
Carmine Emanuele Cella Dept of Music mathematical representation of musical and acoustic signals, music composition
Jennifer Chayes Dept of Mathematics Dept of Statistics Division of Computer Science (EECS) phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change
Irene Chen Computational Precision Health Program Division of Computer Science (EECS) machine learning, personalized medicine and healthcare systems, global health equity, precision health
Zaijun Chen Division of Electrical Engineering (EECS) physical electronics, artificial intelligence, computer architecture & engineering, information; data; network and communication science, integrated circuits
Amanda Coston Dept of Statistics causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness
Ying Cui Dept of Industrial Engineering & Operations Research continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence
Trevor Darrell Division of Computer Science (EECS) artificial intelligence, intelligent systems and robotics, computer vision
Diag Davenport Goldman School of Public Policy School of Information applied microeconomics, behavioral science, machine learning
Michael DeWeese Dept of Neuroscience Dept of Physics machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics