A Predict-then-Correct Loop Based on Few-Shot Continuous Contextual Bandit for Demand Forecasting

Zhiwei Lei, Benedict Jun Ma, Ilya Jackson

Retail demand forecasting remains difficult when demand shifts faster than static forecasting models can be retrained, especially in early demand cycles where newly observed labels…