Author

C. Schnörr

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#machine learning Jan 2026

Generative Modeling of Discrete Data Using Geometric Latent Subspaces

This work introduces latent subspaces in the exponential parameter space of product manifolds of categorical distributions as a novel approach to learning low-dimensional representations of high-dimensional discrete data.

Daniel Gonzalez-Alvarado, Jonas Cassel, Stefania Petra et al. · arXiv.org · 0 citations