Our group develops the algorithmic foundation of data science. We design, analyze, and implement provably efficient and reliable algorithms for solving a general class of problems in data science. The research scope broadly includes algorithms for optimization, sampling, and games. We aim to apply the algorithms to fascinating areas such as operations research, machine learning, and economics.