An adaptive mixture-population Monte Carlo method for likelihood-free inference

Zhijian He, Shifeng Huo, Tianhui Yang

This paper focuses on variational inference with intractable likelihood functions that can be unbiasedly estimated. A flexible variational approximation based on Gaussian mixtures…