Find UC Berkeley Faculty

atomic, molecular and optical physics, condensed matter physics and materials science

game theory, applied probability, electrical engineering, communications, control, communication networks, error control coding

machine learning, statistical learning theory, adaptive control

information theory, data compression, communications, computer science

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

theoretical computer science, coding theory, approximate optimization, randomness in computation, (computational complexity

data science, statistics, machine learning

physics, condensed matter theory, electron-electron interactions, zero-temperature phase transitions, interaction effects in nanoscale devices, quantum phase transitions

statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, and blockchains.

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

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

neuroscience, remote sensing, networks, statistical machine learning, high-dimensional inference, massive data problems, document summarization.