Stochastics and Statistics Seminar Series Eric Vanden-Eijnden
Generative Models, Normalizing Flows, and Monte Carlo Samplers
Abstract: Contemporary generative models used in the context of unsupervised learning have primarily been designed around the construction of a map between two probability distributions that transform samples from the first into samples from the second. Advances in this domain have been governed by the introduction of algorithms or inductive biases that make learning this…