A Generative Sampler for distributions with possible discrete parameter based on Reversibility

Lei Li, Zhen Wang, Lishuo Zhang

Learning to sample from complex unnormalized distributions is a fundamental challenge in computational physics and machine learning. While score-based and variational methods have…