Adjusted Scores for Discrete Langevin Algorithms

Armand Gissler, Saeed Saremi, Francis Bach

Sampling from discrete distributions is a ubiquitous task in machine learning, recently revisited by the emergence of discrete diffusion models. While Langevin algorithms constitut…