Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Xiudi Li

School of Public Health

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

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

Aditya Parameswaran

Aditya Parameswaran

Division of Computer Science (EECS)

School of Information

database management systems, human-computer interaction, data science, information visualization

Stephanie Zonszein

Dept of Political Science

immigrant integration, intergroup relations, causal inference, race and ethnic politics, political behavior

Dept of Statistics

data science, Educational Data Science, scientific computing

Stephanie L Canizales

Dept of Sociology

international migration, immigrant integration, inequality and mobility, qualitative methods, children-youth-and families

Sarah Chasins in Stanley Hall

Division of Computer Science (EECS)

programming systems, human-computer interaction, programming languages, programming languages and compilers, program synthesis, data science

Dept of Statistics

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

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

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

Dept of Political Science

causal inference, survey data analysis

Elizabeth Purdom

Elizabeth Purdom

Dept of Statistics

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

Jennifer Anne LaFleur

School of Journalism

data journalism, investigative journalism, disability, inequality, criminal justice

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Burkhard Militzer

Burkhard Militzer

Dept of Earth and Planetary Science

density functional methods, equation of state calculations, planetary interiors, materials at high pressure, theoretical mineral physics, path integration Monte Carlo, planet formation, quantum Monte Carlo method

Paul Grigas

Dept of Industrial Engineering & Operations Research

optimization, machine learning, data-driven decision-making

Ali Kakhbod

Haas School of Business

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

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

Haas School of Business

labor markets, human resources, data analysis and statistical methods

Thomas Courtade

Thomas Courtade

Division of Electrical Engineering (EECS)

information theory, probability, data compression, communications, computer science

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

David Holtz

Haas School of Business

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

privacy, information privacy law, data protection law, law and technology