VLBM: Variational Latent Basis Modeling for OOD Robust Multivariate Time Series Forecasting

Xudong Zhang, Jierui Lei, Jiacheng Li +3

Out of distribution (OOD) events in multivariate time series forecasting are rare but often dominate real world risk, making average case forecasting insufficient for reliable depl…