Interpolating between sampling and variational inference with infinite stochastic mixtures

Richard D. Lange, Ari Benjamin, Ralf M. Haefner +1

Sampling and Variational Inference (VI) are two large families of methods for approximate inference that have complementary strengths. Sampling methods excel at approximating arbit…