Approximating Langevin Monte Carlo with ResNet-like Neural Network architectures

Charles Miranda, Janina Schütte, David Sommer +1

We sample from a given target distribution by constructing a neural network which maps samples from a simple reference, e.g. the standard normal distribution, to samples from the t…