Likelihood Robust Optimization for Data-driven Problems

Zizhuo Wang, Peter Glynn, Yinyu Ye

We consider optimal decision-making problems in an uncertain environment. In particular, we consider the case in which the distribution of the input is unknown, yet there is abunda…