Scalable Importance Sampling in High Dimensions with Low-Rank Mixture Proposals

Liam A. Kruse, Marc R. Schlichting, Mykel J. Kochenderfer

Importance sampling is a Monte Carlo technique for efficiently estimating the likelihood of rare events by biasing the sampling distribution towards the rare event of interest. By…