VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting

Alireza Koochali, Ensiye Tahaei, Andreas Dengel +1

This paper presents VAEneu, an innovative autoregressive method for multistep ahead univariate probabilistic time series forecasting. We employ the conditional VAE framework and op…