Parametric Prior Mapping Framework for Non-stationary Probabilistic Time Series Forecasting

Jinglin Li, Jun Tan, QI Fang +1

Effectively modeling non-stationary dynamics in probabilistic multivariate time series(MTS) forecasting requires balancing expressiveness with robustness. Existing parametric appro…