Find UC Berkeley Faculty

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

machine learning and artificial intelligence, health care, statistics

sparse learning, integer programming, computational optimization, robust optimization, logistics

Creative Writing, narrative and the novel, the short story

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

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

astrophysics, cosmology, machine learning, Bayesian statistics

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

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

labor markets, human resources, data analysis and statistical methods

cellular and systems biology, statistical inference, single-cell genomics

machine learning and artificial intelligence, precision health, optimization, statistics

continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence

Human evolutionary genetics, human genetics, ancient DNA, population genetics, statistical genetics

statistical mechanics, active matter, biophysics, physical chemistry, polymer science, directed self-assembly

statistical mechanics, fluid mechanics, solid mechanics, biological membranes, active matter, glassy dynamics

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

Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research/scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

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

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

American political institutions, bureaucratic organizations, executive branch, public administration, political economy, statistical modeling

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

civil procedure, statutory interpretation, law and economics, event study methodology, securities litigation, economics of crime, public assistance, statistical methods

political economy, ethnic politics, comparative clientelism in developing countries, research design, causal inference, statistical methods, multi-method research