Sokhna Diarra Mbacke

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Expectation Maximization

Generalization Bounds

Probabilistic Modeling

Top Venues

Trans. Mach. Learn. Res.

Publications

Sokhna Diarra Mbacke, Omar Rivasplata
A Note on the Convergence of Denoising Diffusion Probabilistic Models. Trans. Mach. Learn. Res. 2024 (2024)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory. CoRR (2023)
Sokhna Diarra Mbacke, Omar Rivasplata
A Note on the Convergence of Denoising Diffusion Probabilistic Models. CoRR (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
PAC-Bayesian Generalization Bounds for Adversarial Generative Models. CoRR (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
PAC-Bayesian Generalization Bounds for Adversarial Generative Models. ICML (2023)
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory. NeurIPS (2023)