FreshRetailNet-50K is the first open hourly stockout-annotated benchmark for censored fresh-retail demand, and a two-stage impute-then-forecast pipeline reduces bias in 7-day demand forecasts.
Inventory management with partially observed nonstationary demand
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FreshRetailNet-50K: A Stockout-Annotated Censored Demand Dataset for Latent Demand Recovery and Forecasting in Fresh Retail
FreshRetailNet-50K is the first open hourly stockout-annotated benchmark for censored fresh-retail demand, and a two-stage impute-then-forecast pipeline reduces bias in 7-day demand forecasts.