PAC-Bayesian Reconstruction Guarantees for Time Series Variational Autoencoders

Chloé Hashimoto-Cullen, Ghislain Agoua, Benjamin Guedj +1

Forecasting time series accurately is critical for applications with complex data ranging from energy systems to healthcare and finance. Among current state of the art models, gene…