by Dario Shariatian Papers

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Conference

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Paper Type

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Algorithm- and Data-Dependent Generalization Bounds for Diffusion Models

Benjamin Dupuis, Dario Shariatian, Maxime Haddouche et al.

NeurIPS 2025poster

Denoising Levy Probabilistic Models

Dario Shariatian, Umut Simsekli, Alain Oliviero Durmus

ICLR 2025poster

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

Le Tuyet Nhi PHAM, Dario Shariatian, Antonio Ocello et al.

ICML 2025poster