Accuracy-Preserving Stability Regularization for Large-Scale Retail Demand Forecasting

Jize Li, Jiani He, Dishu Yang +3

The paper proposes a training-time regularization method that penalizes abrupt changes between consecutive forecasts to improve stability while keeping point accuracy nearly unchan…