Find UC Berkeley Faculty

machine learning theory, optimization, statistics, deep learning

algorithms, optimization under uncertainty, revenue management, pricing, online platforms

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

stochastic and robust optimization, machine learning, online learning algorithms, transportation, revenue management, service system design

artificial intelligence, machine learning

sparse learning, integer programming, computational optimization, robust optimization, logistics

transportation and logistics systems, online platforms

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

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