LOPF, Califrais’ Machine Learning Lab, Paris, France; LOPF, Califrais’ Machine Learning Lab, Paris, France; Université Paris Cité and Sorbonne Université, CNRS, Laboratoire de Probabilités, Statistique et Modélisation, Paris, France
Massil HIHAT, Stéphane Gaïffas, Guillaume Garrigos, Simon Bussy
online convex optimization;inventory control;newsvendor;online learning;regret analysis
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization