Find UC Berkeley Faculty

machine learning, development economics, poverty and public policy, inequality and crisis

applied microeconomics, behavioral science, machine learning

privacy, computer security, artificial intelligence

machine learning and artificial intelligence, precision health, optimization, statistics

continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence

robotics, control theory, artificial intelligence, game theory, machine learning

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

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

Precision Medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

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

neutronics, criticality safety, nuclear data validation, machine learning, neutron noise, reactor dosimetry

information policy, law, privacy, security, machine learning and artificial intelligence

capital markets, conflicts of interest, financial intermediation, machine learning

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

control, optimization, machine learning, applications: transportation; mobile sensing; connected health

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

computational biology, evolutionary biology, phylogenetics

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

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

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

robotics, bioengineering, design, control systems, mechatronics, human-machine systems, exoskeleton systems

applied statistics, theoretical statistics, Bayesian statistics, machine learning, statistics in social sciences

computer science, geometric design and modeling, computer graphics, computer aided cornea modeling and visualization, medical imaging, virtual environments for surgical simulation