Robust Covariance Adaptation in Adaptive Importance Sampling

Yousef El-Laham, Victor Elvira, Monica F. Bugallo

Importance sampling (IS) is a Monte Carlo methodology that allows for approximation of a target distribution using weighted samples generated from another proposal distribution. Ad…