Find UC Berkeley Faculty

stochastic and robust optimization, machine learning, online learning algorithms, transportation, Revenue Management, service system design

algorithms, optimization under uncertainty, Revenue Management, pricing, online platforms

theory, algorithms, streaming algorithms, dimensionality reduction, randomized algorithms, machine learning, privacy

particle physics, machine learning, algorithms, quantum algorithms, general purpose computation on the GPU (GPGPU)

quantum state learning, quantum complexity theory, property testing, approximation algorithms

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

transportation and logistics systems, online platforms

online education, MOOC, blended learning, parallel programming, software engineering, Web development

theory(THY), optimization, complexity theory, approximation algorithms

information systems, digital content, human behavior, online behavior

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

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

combinatorial optimization, design and analysis of algorithms

online marketing, search advertising, network economics, social networks

behavior economics, economic analysis, Online Markets, economics, strategy

numerical analysis, matrix and operator theory, approximation theory, wavelets and splines, orthogonal polynomials and special functions, analysis of algorithms and computational complexity

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

quantum computation, hamiltonian complexity, analysis of algorithms, computer security

stablecoins, foreign exchange markets, culture, innovation, entrepreneurship, online education, blockchains

theoretical chemistry, electronic structure calculations, development of novel theories and algorithms, quantum mechanics

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

causal inference, experimental design and analysis, algorithmic decision-making, refugee resettlement and asylum politics, public opinion, survey methodology

antitrust, intellectual property, property rights, patent law, law and economics, copyright law, digital content, online contracts

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization