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2025 ICML ICML 2025

Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Le-Tuyet-Nhi Pham, Dario Shariatian, Antonio Ocello, Giovanni Conforti, Alain Oliviero Durmus

Topics

Artificial Intelligence > Bayesian & Probabilistic > Probabilistic Modeling Deep Learning > Models > Diffusion Models

Keywords

markov chain score function conditional expectation mnist bernoulli poissonian clock
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