Find UC Berkeley Faculty

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

physics, particle physics, neutrino oscillation, neutrino mixing parameters, nuclear instrumentation, data mining, neutrino physics

financial economics, big data, machine learning, information frictions

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

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

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

data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

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

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

climate informatics, biosensory computing, brainwave authentication, information economics and policy

optimization, machine learning, data-driven decision-making

computational optical imaging, light field cameras, metrology and inspection, phase retrieval, inverse problems in imaging, optical coherence theory, 3D imaging and display

information dissemination, information cascades on social media, retail investor behavior, decentralized finance

statistical computing, data privacy, data science

Statistical causal inference, missing data, Bayesian statistics, applied statistics

data science, Educational Data Science, scientific computing

political science, international security, international political economy, information science

information policy, law, privacy, security, machine learning and artificial intelligence

sociology, trust, social media, social psychology, misinformation, disinformation, social networks, collective action, social exchange, information exchange, social incentives, reputation, internet research, online research, online behavior, human-computer interaction, data science, biosensors, virtual reality

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

information systems, digital content, human behavior, online behavior

product variety, platform markets, information frictions, consumer search

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

management of information systems, role of information technology in financial markets, after-hours stock trading, electronic communications networks (ECNs), electronic markets

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