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

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

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

transportation and logistics systems, online platforms

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

combinatorial optimization, design and analysis of algorithms

online marketing, search advertising, network economics, social networks

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

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

online marketplaces and platforms, market design, operations management, operations research, revenue management

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

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

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

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

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

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

machine learning theory, optimization, statistics, deep learning

machine learning, statistical learning theory, adaptive control

robotics, machine learning, artificial intelligence, deep learning

computer graphics, fluid dynamics, computer simulation, physically based animation, finite element simulation, human perception, image forensics, video forensics, computer animation, special effects for film, video game technology, motion capture, machine learning, facial animation, artificial intelligence, geometric algorithms, geometric design and modeling

computationally efficient machine learning and deep learning, AI