Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Kannan Ramchandran

Kannan Ramchandran

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

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, blockchains

Oskar Hallatschek

Oskar Hallatschek

Dept of Physics

biophysics, evolutionary dynamics, soft matter, statistical physics, theory and experiments

Dept of Statistics

causal inference, health services & policy analysis, biostatistics, discrete optimization

Ryan Tibshirani giving a whiteboard talk

Ryan Tibshirani

Dept of Statistics

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

Song Mei

Dept of Statistics

data science, statistics, machine learning

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

Dept of Film and Media

feminist theory, cultural theory, archaeology of media technology, film and modernity, film theory, psychoanalytic theory

Michael DeWeese

Dept of Neuroscience

Dept of Physics

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

Sandrine Dudoit

Sandrine Dudoit

Dept of Statistics

School of Public Health

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health

Dept of Mathematics

mathematics, algebraic geometry, diophantine geometry, Nevanlinna theory, Arakelov theory

Ori Ganor

Dept of Physics

string (and M-) theory, quantum field theory, mathematical physics

Dept of Statistics

probability, mathematical probability, statistical mechanics

Masayoshi Tomizuka with two industrial robot arms.

Masayoshi Tomizuka

Dept of Mechanical Engineering

robotics, mechatronics, control systems theory, digital control, dynamic systems, mechanical vibrations, adaptive and optimal control, motion control

Dept of Statistics

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

Elizabeth Purdom

Elizabeth Purdom

Dept of Statistics

computational biology, bioinformatics, statistics, data analysis, sequencing, cancer genomics

Dept of Statistics

statistics, empirical process, high-dimensional modeling, technology in education

Paul Grigas

Dept of Industrial Engineering & Operations Research

optimization, machine learning, data-driven decision-making

Alice M. Agogino

Alice M. Agogino

Dept of Mechanical Engineering

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

Vadim Gorin

Dept of Mathematics

Dept of Statistics

integrable probability, random matrices, asymptotic representation theory

Yun S. Song

Dept of Statistics

Division of Computer Science (EECS)

computational biology, machine learning, applied probability and statistics

Areej Sabbagh-Khoury

Dept of Sociology

political sociology, historical sociology, knowledge production, social theory, colonialism and settler colonialism, citizenship

Tony Feng

Dept of Mathematics

number theory, algebraic geometry, topology, representation theory

film theory and history, digital media, aesthetics, critical theory, philosophy of history, technics, media theory and archaeology

Dept of Statistics

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

Martin P. Head-Gordon

Martin P. Head-Gordon

Dept of Chemistry

theoretical chemistry, electronic structure calculations, development of novel theories and algorithms, quantum mechanics