Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning

Dilin Wang, Qiang Liu

We propose a simple algorithm to train stochastic neural networks to draw samples from given target distributions for probabilistic inference. Our method is based on iteratively ad…