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2025 ICML ICML 2025

Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance

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

Marta Gentiloni Silveri, Antonio Ocello

Topics

Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Models > Generative Models Deep Learning > Learning Types > Representation Learning

Keywords

gaussian mixture model ornstein-uhlenbeck process score-based generative model hamilton-jacobi-bellman equation log-concavity w2-distance
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