Predictive Inference in Multi-environment Scenarios

John C. Duchi, Suyash Gupta, Kuanhao Jiang +1

We address the challenge of constructing valid confidence intervals and sets in problems of prediction across multiple environments. We investigate two types of coverage suitable f…