Robust Residual Correction via Selective Deployment for Time Series Forecasting

Jianxiang Xie, Yuncheng Hua, Mingyue Cheng +3

Post-hoc residual correction can reduce forecasting error, but always-on updates often fail to generalize: when residual signals are weak or noisy, expressive correctors can overfi…