Find UC Berkeley Faculty

machine learning theory, optimization, statistics, deep learning

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

machine learning and artificial intelligence, health care, statistics

artificial intelligence, machine learning

mathematical statistics, applied probability, statistical learning theory

data science, statistics, machine learning

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

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies