Martin Eigel

Approximating Langevin Monte Carlo with ResNet-like Neural Network Architectures

Abstract We analyse a method to sample from a given target distribution by constructing a neural network which maps samples from a simple reference distribution, e.g. the standard normal, to samples from the target distribution. For this, we propose using a neural network archite...