Find UC Berkeley Faculty

machine learning theory, optimization, statistics, deep learning

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

machine learning, data science, artificial intelligence

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

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

artificial intelligence, database management systems

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

machine learning, network science, human mobility, public health, graph representation learning