Find UC Berkeley Faculty

theory(THY), optimization, complexity theory, approximation algorithms

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

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

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

machine learning theory, optimization, statistics, deep learning

optimization, machine learning, data-driven decision-making

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

data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

theoretical computer science, coding theory, approximate optimization, randomness in computation, computational complexity

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

automotive control systems, distributed and robust constrained control, manufacturing control systems, energy efficient buildings, model predictive control