Daniel Klein Division of Computer Science (EECS) unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction
Benjamin Recht Division of Computer Science (EECS) machine learning, data science, artificial intelligence
Grigory Tikhomirov Division of Computer Science (EECS) bioengineering, nanofabrication, nanorobotics, biosystems and computational biology, energy, integrated circuits, micro/nano electro mechanical systems, physical electronics
Maya L. Petersen School of Public Health Computational Precision Health Program causal inference, precision health, targeted learning, HIV, global health, pandemics
Alp Sipahigil Dept of Physics Division of Electrical Engineering (EECS) solid-state devices and technology, quantum technologies
Adam Yala Computational Precision Health Program Dept of Statistics Division of Computer Science (EECS) artificial intelligence, health
Pieter Abbeel Division of Computer Science (EECS) robotics, machine learning, artificial intelligence, Deep Learning
Michael (Miki) Lustig Division of Computer Science (EECS) Division of Electrical Engineering (EECS) medical imaging, MRI, compressed sensing
Yun S. Song Dept of Statistics Division of Computer Science (EECS) computational biology, machine learning, applied probability and statistics
Peter Bartlett Dept of Statistics Division of Computer Science (EECS) machine learning, statistical learning theory, adaptive control
Jelani Nelson Division of Computer Science (EECS) theory, algorithms, streaming algorithms, dimensionality reduction, randomized algorithms, machine learning, privacy
Anca Dragan Division of Computer Science (EECS) robotics, human-robot interaction, human-compatible artificial intelligence
Allon Wagner Dept of Molecular & Cell Biology Division of Computer Science (EECS) computational biology, single-cell genomics, immunology, systems biology, metabolism
Jiantao Jiao Division of Computer Science (EECS) Division of Electrical Engineering (EECS) artificial intelligence, control and intelligent systems and robotics, communications and networking
Aditi Krishnapriyan Dept of Chemical & Biomolecular Engineering Division of Computer Science (EECS) machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization
Daniel Rokhsar Dept of Molecular & Cell Biology genetics and genomics, evolution of animals, genetic diversity in animals and plants
Adrian Aguilera Computational Precision Health Program School of Social Welfare digital health, depression interventions, cognitive behavioral therapy, health equity, machine learning, implementation science
Robert J. Full Dept of Integrative Biology energetics, comparative biomechanics, arthropod, adhesion, comparative physiology, locomotion, neuromechanics, biomimicry, biological inspiration, reptile, gecko, amphibian, robots, artificial muscles
Anant Sahai Division of Computer Science (EECS) Division of Electrical Engineering (EECS) machine learning, artificial intelligence, information theory, communications theory, wireless communication, cognitive radio, distributed control, spectrum sensing, spectrum sharing, spectrum policy, power consumption in communications systems
Miryam Sas Dept of Comparative Literature Dept of East Asian Languages and Cultures Dept of Film and Media 20th century avant-gardes, Japanese literature, film, theater and dance, East Asia, media theory, contemporary art, critical theory, gender theory, memory studies
Frederic Theunissen Dept of Integrative Biology Dept of Neuroscience behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience
Michael B. Eisen Dept of Molecular & Cell Biology genomics, genome sequencing, bioinformatics, animal development