Towards Principled Test-Time Adaptation for Time Series Forecasting

Haochun Wang, Ruichen Xu, Georgios Kementzidis +3

Test-time adaptation (TTA) has recently emerged as a promising approach for improving time series forecasting (TSF) under distribution shift. Existing TSF-TTA methods differ in how…