Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation

HyunGi Kim, Siwon Kim, Jisoo Mok +1

Deep Neural Networks have spearheaded remarkable advancements in time series forecasting (TSF), one of the major tasks in time series modeling. Nonetheless, the non-stationarity of…