Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Statistics

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

Class of 1940 First Chair, Co-Director Kavli Center for Ethics, Science and the Public

School of Public Health

AI and ethics, empathy, bioethics, public health

Eric Paulos

Division of Computer Science (EECS)

human-computer interaction, AI, Human-AI, design, new media arts, sustainability, digital fabrication, epidermal and wearable electronics

Division of Electrical Engineering (EECS)

computationally efficient machine learning and deep learning, AI

Bin Yu

Dept of Statistics

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

Maya L. Petersen

Computational Precision Health Program

School of Public Health

causal inference, precision health, Health AI, targeted learning, HIV, global health, pandemics

A photograph of a handsome professor of Architecture

Dept of Architecture

design computation, architectural representation, design methods, Generative AI, artificial intelligence, creativity, ideation and creativity

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

Dept of Psychology

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

Gasper Begus at UC Berkeley Photo Hagit Caspi

Dept of Linguistics

computational linguistics, machine learning, artificial intelligence, Generative AI, deep learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics

Pamela Samuelson

Pamela Samuelson

public policy, intellectual property law, new information technologies, traditional legal regimes, information management, copyright, software protection and cyberlaw, AI govenance

Kristina Lovato in outside environment

Kristina Lovato

School of Social Welfare

immigration policy, child welfare, Latinx populations, culturally responsive service delivery

Fei Xu

Dept of Psychology

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

Jasmin Brooks Stephens

Dept of Psychology

suicide prevention, racial trauma, Black youth, mental health, culturally responsive interventions

Francesco Borrelli

Francesco Borrelli

Dept of Mechanical Engineering

automotive control systems, distributed and robust constrained control, manufacturing control systems, energy efficient buildings, model predictive control

Woman with dark hair standing in doorway to library

criminal law, international law, human rights, international criminal law

Zaijun Chen

Division of Electrical Engineering (EECS)

physical electronics, artificial intelligence, computer architecture & engineering, information / data / network / communication science, integrated circuits

side view of Emma Fraser

Emma Fraser

Dept of Geography

digital culture, urban media, game studies, new media, critical theory

Division of Computer Science (EECS)

machine learning, network science, human mobility, public health, graph representation learning

Diag Davenport in outdoor setting

Goldman School of Public Policy

School of Information

applied microeconomics, behavioral science, machine learning

Anastassia Fedyk

Anastassia Fedyk

Haas School of Business

finance, behavioral economics, labor and finance, role of information technology in financial markets

Christian H. Borgs

Christian Borgs

Division of Computer Science (EECS)

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

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Grace Gu

Dept of Mechanical Engineering

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials

Pieter Abbeel with PR2 robot

Division of Computer Science (EECS)

robotics, machine learning, artificial intelligence, deep learning