L-Drive: Beyond a Single Mapping-Latent Context Drives Time Series Forecasting

Fan Zhang, Shijun Chen, Hua Wang

Mainstream methods for multivariate time-series forecasting largely follow the Direct-Mapping paradigm. They learn a unified mapping from history to the future in the observation s…