Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Political Science

causal inference, survey data analysis

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

Lexin Li

School of Public Health

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

Elizabeth Purdom

Elizabeth Purdom

Dept of Statistics

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

Haas School of Business

labor markets, human resources, data analysis and statistical methods

Mark van der Laan

Dept of Statistics

School of Public Health

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

Xiudi Li

School of Public Health

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

Dept of Statistics

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

Susan Stone smiling in office setting

Susan Irene Stone

School of Social Welfare

school-based psycho-social services, school-effects, archival data analysis, community development, organizational development, policy development

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

Dept of Statistics

data science, Educational Data Science, scientific computing

Division of Computer Science (EECS)

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

Panos N. Patatoukas

Panos N. Patatoukas

Haas School of Business

corporate financial reporting and financial statement analysis and corporate valuation, corporate sustainability measurement and disclosure and investing, cross-industry economic links and value creation along the supply chain, measurement of economic performance at the firm level and in the national accounts, nowcasting and forecasting economic performance using financial and alternative and non-financial data

Michelle Wilkerson

Michelle Wilkerson

School of Education

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

Song Mei

Dept of Statistics

data science, statistics, machine learning

Photo of Abhishek Nagaraj in outside setting.

Abhishek Nagaraj

Haas School of Business

innovation, entrepreneurship, big data, cartography

Ruixiang Zhang giving a math talk

Dept of Mathematics

mathematical analysis

Jennifer Anne LaFleur

School of Journalism

Data journalism, investigative journalism, disability, inequality, criminal justice

Filip C. Filippou

Dept of Civil and Environmental Engineering

nonlinear analysis of structures, finite element analysis, seismic response simulation, seismic evaluation of structures by computer analysis

Bin Yu

Dept of Statistics

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

Ali Kakhbod

Haas School of Business

financial economics, liquidity, market microstructure, big data, contracts

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

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

David Holtz

Haas School of Business

online marketplaces and platforms, computational social science, data science, experimental economics

Franziska Weber

Franziska Weber

Dept of Mathematics

applied mathematics, mathematical analysis, numerical analysis, nonlinear partial differential equations