From Function to Distribution Modeling: A PAC-Generative Approach to Offline Optimization

Qiang Zhang, Ruida Zhou, Yang Shen +1

This paper considers the problem of offline optimization, where the objective function is unknown except for a collection of ``offline" data examples. While recent years have seen…