Uniform Discrete Diffusion Models are Minimax Optimal for Estimating Distributions with Small Effective Support Size
arXiv:2610.07655v1 Announce Type: new Abstract: Discrete diffusion models have emerged as a practically successful framework for generative modeling on discrete product spaces, yet their statistical generalization properties remain poorly understood. Discrete real-world data such as text or biologi…
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- 2026-10-07 04:00 · arXiv stat.ML
Uniform Discrete Diffusion Models are Minimax Optimal for Estimating Distributions with Small Effective Support Size
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