cs.LG, stat.ML

Generative Modeling of Discrete Data Using Geometric Latent Subspaces

arXiv:2601.21831v2 Announce Type: replace
Abstract: We propose a geometric latent-subspace framework for generative modeling of discrete data. Specifically, we introduce latent subspaces in the exponential parameter space of product manifolds of categ…