Beyond Effective Sample Size: Effective Number of Proposals for Adaptive Importance Sampling

Ali Mousavi, Victor Elvira

Population-based adaptive importance sampling (AIS) methods use a set of proposal densities to approximate complex target distributions. Their performance is commonly assessed thro…