Find UC Berkeley Faculty

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

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)

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

combinatorial optimization, design and analysis of algorithms

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

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

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

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

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

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

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

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

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

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

cryptography, computational number theory, complexity theory, fault tolerant distributed computing, probabilistic proof systems, approximation algorithms, theory(THY)

economics, algorithms, financial engineering, risk management, planning, optimization, operation of electric power systems, market based coordination of network systems, trading instruments

algorithms, fluid mechanics, nonlinear dynamics, atmospheric flows, convection, ocean flows, numerical analysis, wind energy, Bayesian optimization, neural networks, turbulence, planet formation, internal gravity waves, inertial waves, desalination, protoplanetary disks

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

art, sculpture, photography, archives, social practice, craft, activism, material culture, ceramics, digital culture, zines, alternative publishing, libraries, museums, museum display, postcolonial studies, Asian American studies, empire, textiles, ethnography, 1904 World's Fair, Filipino and Filipino American studies, whiteness studies, camouflage, DIY culture

computational genomics, Genomic susceptibility of common diseases, Genomic Tree of Life, Demography of human genome diversity

geometric and solid modeling, general purpose computation on the GPU (GPGPU), CAD/CAM, computational geometry, computer graphics and visualization, tool path planning, additive manufacturing, computer vision, Deep Learning

networking and distributed computer systems, quality of service (Q of S) and resources management, modeling and performance analysis