Find UC Berkeley Faculty

machine learning theory, optimization, statistics, deep learning

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

computationally efficient machine learning and deep learning, AI

machine learning, artificial intelligence, information theory, communications theory, wireless communication, cognitive radio, distributed control, spectrum sensing, spectrum sharing, spectrum policy, power consumption in communications systems

machine learning, data science, artificial intelligence

signal processing, image processing, computer vision, deep learning

artificial intelligence, intelligent systems and robotics

robotics, machine learning, artificial intelligence, deep learning

molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine

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

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

AI interpretability, computational linguistics, AI policy, AI, machine learning, artificial intelligence, cognitive science, neuroscience, philology, Generative AI, deep learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, marine biology, language and law, Indo-European linguistics

machine learning, statistical learning theory, adaptive control

data science, statistics, machine learning

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

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

privacy, computer security, artificial intelligence

folklore, Danish culture, Danish cinema, Danish literature, 19th and 20th Century Scandinavian literature, digital humanities, culture analysis, machine learning, networks, Korean culture, public impact research/scholarship, community-engaged research / scholarship

mathematics, scientific computing, numerical linear algebra, convex optimization

artificial intelligence, database management systems

earthquake physics, geophysical signal discovery

computational biology, molecular evolution, computational genomics, Systems and Synthetic Biology

chemical biology, high-throughput biochemistry, microfluidics, evolutionary biochemistry, enzyme functional prediction/engineering/design

translational medicine, computational neuroscience, physiology, statistics, mathematical modeling

mathematical representation of musical and acoustic signals, music composition