Sara Helal

Subset Adaptive Importance Sampling for Multi-Failure-Region Estimation

Rare-event estimation is a relevant problem in statistical signal processing. While significant efforts have been devoted to unimodal problems, the case of multimodal scenarios is still hard to tackle with state-of-the-art methods. In this paper, we propose the subset adaptive importance sampling (S…