Work

Algorithm- and Data-Dependent Generalization Bounds for Score-Based Generative Models

Year: 2025

Type: conference-paper

Source: HAL (Le Centre pour la Communication Scientifique Directe)

Authors: Dupuis, Benjamin, Shariatian, Dario, Haddouche, Maxime, Durmus, Alain, Simsekli, Umut

Institutions: SIERRA: Apprentissage Statistique et optimisation, Centre de Mathématiques Appliquées de l'École polytechnique

Language: English

Topic: Stochastic Gradient Optimization Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

OpenAlex ID: W7128580693

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