On PAC-Bayesian reconstruction guarantees for VAEs.

Badr-Eddine Chérief-Abdellatif Yuyang Shi Arnaud Doucet Benjamin Guedj

Published in: CoRR (2022)

Keyphrases

pac bayesian
distribution free
image reconstruction
data dependent
error bounds
generalization bounds
feature space
energy function
theoretical framework