SEP 4, 2026 · PREPRINT
PAC-Bayesian Reconstruction Guarantees for Time Series Variational Autoencoders
arXiv
This is a theoretical framework development paper presenting PAC-Bayesian reconstruction bounds for time series VAEs; it advances mathematical understanding but lacks empirical validation or clinical application.