Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Division of Electrical Engineering (EECS)

computationally efficient machine learning and deep learning, AI

Dept of Statistics

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

Bin Yu

Dept of Statistics

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

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

Dept of Psychology

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

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

Photo Berkeley Library

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

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, cognitive development and AI models, psychology and philosophy

Zaijun Chen

Division of Electrical Engineering (EECS)

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

Anant Sahai

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

machine learning, artificial intelligence, information theory, communications theory, wireless communication, cognitive radio, distributed control, spectrum sensing, spectrum sharing, spectrum policy, power consumption in communications systems

Anastassia Fedyk

Anastassia Fedyk

Haas School of Business

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

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

Division of Computer Science (EECS)

operating systems & networking, artificial intelligence, database management systems

Stuart Russell in outdoor environment

Stuart J. Russell

Division of Computer Science (EECS)

artificial intelligence, computational biology, algorithms, machine learning, real-time decision-making, probabilistic reasoning

Professor Yaniv Konchitchki in the Classroom

Yaniv Konchitchki

Haas School of Business

Monetary economics, macroeconomics, macro-finance, Financial-based solutions to world’s grand challenges, capital markets research, financial accounting, FinTech, financial technology and innovation, financial statement analysis, asset pricing, macro-accounting

School of Public Health

machine learning, medicine, health policy

Niloufar Salehi

Niloufar Salehi

Division of Computer Science (EECS)

School of Information

computer-mediated communication, human-computer interaction, artificial intelligence, community-engaged research/scholarship, research practice partnership, social justice research

Anca Dragan in outside setting

Anca Dragan

Division of Computer Science (EECS)

robotics, human-robot interaction, human-compatible artificial intelligence

Cathryn Carson. Credit: Brandon Sánchez Mejia/UC Berkeley

Dept of History

science and society, data science, ethics, artificial intelligence, history of science and technology, history of physics, nuclear waste, intellectual history, interdisciplinarity

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

School of Public Health

public health, bioethics, patient autonomy

School of Education

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining