Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting

Lifan Zhao, Yanyan Shen

Time series forecasting always faces the challenge of concept drift, where data distributions evolve over time, leading to a decline in forecast model performance. Existing solutio…