Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces

Tobias Schröder, Zijing Ou, Yingzhen Li +1

Energy-based models (EBMs) offer a flexible framework for probabilistic modelling across various data domains. However, training EBMs on data in discrete or mixed state spaces pose…