Find UC Berkeley Faculty

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

population ecology, mathematical modeling and statistics

integrable probability, random matrices, asymptotic representation theory, 2d statistical mechanics, interacting particle systems, high-dimensional statistics

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

stochastic control, game theory, finance, optimization

fragmentation, statistics, mathematics, Brownian motion, distribution theory, path transformations, stochastic processes, local time, excursions, random trees, random partitions, processes of coalescence

probability theory, statistical mechanics

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy

operator algebras, free probability theory, random matrices, K-theory of operator algebras, single operator theory

structural engineering, mechanics and materials, structural reliability, earthquake engineering, uncertainty quantification

stochastic systems, service operations, scheduling and load balancing, telecommunications, computer and internet communications

mathematical programming, computational game theory, applied probability

artificial intelligence, database management systems

computer science, activity-based computing, livenotes, mechatronic devices, flexonics