Perturb-and-max-product: Sampling and learning in discrete energy-based models

M Lázaro-Gredilla, A Dedieu… - Advances in Neural …, 2021 - proceedings.neurips.cc
Perturb-and-MAP offers an elegant approach to approximately sample from a energy-based
model (EBM) by computing the maximum-a-posteriori (MAP) configuration of a perturbed …