Find UC Berkeley Faculty

Research Expertise and Interest

Use quotes to search for an exact phrase. Example: "computational biology"

Name

Department

Xin Guo

Dept of Industrial Engineering & Operations Research

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

Ilan Adler

Dept of Industrial Engineering & Operations Research

mathematical programming, computational game theory, applied probability

NikitaZhivotovskiy

Nikita Zhivotovskiy

Dept of Statistics

mathematical statistics, applied probability, statistical learning theory

Michael Lindsey

Michael J. Lindsey

Dept of Mathematics

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

Yun S. Song

Dept of Statistics

Division of Computer Science (EECS)

artificial intelligence, machine learning, applied probability and statistics, computational biology, computational genomics, human genetics

Venkat Anantharam

Venkat Anantharam

Division of Electrical Engineering (EECS)

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

Dept of Statistics

probability, mathematical probability, statistical mechanics

Thibaut Mastrolia

Thibaut Mastrolia

Dept of Industrial Engineering & Operations Research

stochastic control, game theory, finance, optimization

Alistair Sinclair

Dept of Statistics

Division of Electrical Engineering (EECS)

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

Sophia Rabe-Hesketh

Sophia Rabe-Hesketh

School of Education

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

Shirshendu Ganguly

Shirshendu Ganguly

Dept of Statistics

probability theory, statistical mechanics

Steven N. Evans

Dept of Mathematics

Dept of Statistics

large random combinatorial structures, random matrices, superprocesses & other measure-valued processes, probability on algebraic structures -particularly local fields, applications of stochastic processes to biodemography, mathematical finance, population genetics, phylogenetics & historical linguistics

phoro of Jitomirskaya

Svetlana Jitomirskaya

Dept of Mathematics

mathematical analysis, probability, dynamical systems

Fraydoun Rezakhanlou

Fraydoun Rezakhanlou

Dept of Mathematics

mathematics, probability theory, partial differential equations

Photo of Alex Dimakis

Division of Electrical Engineering (EECS)

generative models

Dept of Industrial Engineering & Operations Research

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

Dept of Statistics

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

Patrick Hsu in the lab

Patrick Hsu

Dept of Bioengineering

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

Xueyin (Snow) Zhang sitting in a chair working on laptop

Xueyin (Snow) Zhang

Dept of Philosophy

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

Thomas Courtade

Thomas Courtade

Division of Electrical Engineering (EECS)

information theory, probability, data compression, communications, computer science

Dept of Environmental Science, Policy & Management

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

photographed in front of the blackboard in his office

Dan-Virgil Voiculescu

Dept of Mathematics

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

Huiwen Jia

Dept of Industrial Engineering & Operations Research

stochastic and robust optimization, machine learning, online learning algorithms, transportation, revenue management, service system design

Dept of Statistics

Theoretical and Applied Statistics

José Pablo Vázquez-Medina

José Pablo Vázquez-Medina

Dept of Integrative Biology

marine mammals, pre-clinical models of disease