Find UC Berkeley Faculty

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

combinatorial optimization, design and analysis of algorithms

programming optimization, programming languages

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

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

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

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

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

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

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

computer architecture, hardware/software co-design, datacenters, accelerators, systems research, VLSI design