Data Pooling in Stochastic Optimization

Vishal Gupta, Nathan Kallus

Abstract: Managing large-scale systems often involves simultaneously solving thousands of unrelated stochastic optimization problems, each with limited data. Intuition suggests that one can decouple these un...