Fitting mixture importance sampling distributions via improved cross-entropy

Abstract

In some rare-event settings, exponentially twisted distributions perform very badly. One solution to this problem is to use mixture distributions. However, it is difficult to select a good mixture distribution for importance sampling. We here introduce a Show more