Find UC Berkeley Faculty

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

Bayesian epistemology, decision theory, philosophy of probability, Chinese philosophy

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

theoretical ecology, stochastic processes, optimal control, decision theory, ecoinformatics, data science, tipping points

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

machine learning, statistical learning theory, adaptive control