Statistical Guarantees for Variational Autoencoders using PAC-Bayesian Theory
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
NeurIPS 2023 Spotlight
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Publications
You can find an updated list of my articles on Google Scholar.
PAC-Bayesian Generalization Bounds for Adversarial Generative Models
Sokhna Diarra Mbacke, Florence Clerc, Pascal Germain
ICML 2023
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A Note on the Convergence of Denoising Diffusion Probabilistic Models
Sokhna Diarra Mbacke, Omar Rivasplata
TMLR 2024
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Completeness for Domain Semirings and Star-Continuous Kleene Algebras with Domain
Sokhna Diarra Mbacke
Master's thesis
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