A Proximal Newton Adaptive Importance Sampler

Víctor Elvira, Émilie Chouzenoux, O. Deniz Akyildiz

Adaptive importance sampling (AIS) algorithms are a rising methodology in signal processing, statistics, and machine learning. An effective adaptation of the proposals is key for t…