Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting

Heitor R. Medeiros, Hossein Sharifi-Noghabi, Gabriel L. Oliveira +1

Real-world time series often exhibit a non-stationary nature, degrading the performance of pre-trained forecasting models. Test-Time Adaptation (TTA) addresses this by adjusting mo…