Distribution Matching Evolutionary Algorithms for Rare Event Sampling

Yonatan Gideoni, Yarin Gal

A novel discovery is one which is both useful and surprising: a generative model's output is a useful discovery if it has a low probability of being generated (it's surprising) and…