Doubly Adaptive Importance Sampling

Willem van den Boom, Andrea Cremaschi, Alexandre H. Thiery

We propose an adaptive importance sampling scheme for Gaussian approximations of intractable posteriors. Optimization-based approximations like variational inference can be too ina…