Dario Shariatian

According to our database, Dario Shariatian authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

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

CoRR, June, 2025

Discrete Markov Probabilistic Models.

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

CoRR, February, 2025

Heavy-Tailed Diffusion with Denoising Levy Probabilistic Models.

Dario Shariatian, Umut Simsekli, Alain Oliviero Durmus

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Denoising Lévy Probabilistic Models.

Dario Shariatian, Umut Simsekli, Alain Durmus

CoRR, 2024

Piecewise deterministic generative models.

Andrea Bertazzi, Dario Shariatian, Umut Simsekli, Eric Moulines, Alain Durmus

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024