On PAC-Bayesian reconstruction guarantees for VAEs

Badr-Eddine Chérief-Abdellatif, Yuyang Shi 0002, Arnaud Doucet, Benjamin Guedj. On PAC-Bayesian reconstruction guarantees for VAEs. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 3066-3079, PMLR, 2022. [doi]

Abstract

Abstract is missing.