MetaDNS: Enhancing Exploration in Discrete Neural Samplers via Well-Tempered Metadynamics

Xiaochen Du, Juno Nam, Jaemoo Choi +7

Sampling from discrete distributions with multiple modes and energy barriers is fundamental to machine learning and computational physics. Recent discrete neural samplers like MDNS…