Pseudo-Label-Triggered Retraining from Forecast Errors for Online Time Series Forecasting
PILOT (Pseudo-label-Informed Learned Online Trigger), an online retraining framework that learns when to retrain from forecast-error dynamics, achieves state-of-the-art average-rank performance among retraining policies while maintaining a favorable performance--efficiency trade-off.
Yeryeong Kwak, Yoo-Min Jung, Jonghun Park
· 0 citations