DPAL: A Test-Time Adaptation Loss for Financial Time Series Forecasting

Wuzhou Lian, Haochun Wang, Yuefan Deng

Test-time adaptation (TTA) enables time series forecasters to update after deployment as new observations become available. However, adaptation objectives that focus primarily on p…