1. Time Series Machine Learning

• Long-term Forecasting with TiDE: Time-series Dense Encoder

1.1. Summary

Propose the Time-series Dense Encoder (TiDE) model architecture for long-term time series forecasting. TiDE encodes the past of a time-series along with covariates using dense MLPs and then decodes time-series along with future covariates, again using dense MLPs.