Training Energy-Based Models with Non-MCMC Samplers and Efficient Temperature Estimation

Kentaro Kubo, Hayato Goto

Efficient sampling from Boltzmann distributions over discrete variables is a fundamental operation in a wide range of applications. While fast non-MCMC samplers have recently emerg…