2 papers
cs.LG2025
Why do zeroes happen? A model-based approach for demand classification
Ivan Svetunkov, Anna Sroginis
Effective demand forecasting is critical for inventory management, production planning, and decision making across industries. Selecting the appropriate model and suitable features…
math.OC2022
Naive Newsvendor Adjustments: Are They Always Detrimental?
Congzheng Liu, Adam N. Letchford, Ivan Svetunkov
Newsvendor problems are an important and much-studied topic in stochastic inventory control. One strand of the literature on newsvendor problems is concerned with the fact that pra…