Data-Driven Sequential Sampling for Tail Risk Mitigation

Dohyun Ahn, Taeho Kim

Given a finite collection of stochastic alternatives, we study the problem of sequentially allocating a fixed sampling budget to identify the optimal alternative with a high probab…