MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC

Erik Nijkamp, Ruiqi Gao, Pavel Sountsov +4

Learning energy-based model (EBM) requires MCMC sampling of the learned model as an inner loop of the learning algorithm. However, MCMC sampling of EBMs in high-dimensional data sp…