Applying Deep Learning to the Newsvendor Problem

7 July 2016

Papers citing "Applying Deep Learning to the Newsvendor Problem"

8 / 8 papers shown

Title
Efficient End-to-End Learning for Decision-Making: A Meta-Optimization Approach Rares Cristian Pavithra Harsha Georgia Perakis Brian Quanz 12 0 0 16 May 2025
Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management Yuandong Ding Ming Feng Guozi Liu Wei Jiang Chuheng Zhang Li Zhao Lei Song Houqiang Li Yan Jin Jiang Bian 35 16 0 15 Dec 2022
Deep Inventory Management Dhruv Madeka Kari Torkkola Carson Eisenach Anna Luo Dean Phillips Foster Sham M. Kakade BDL 45 15 0 06 Oct 2022
Bilevel Optimization for Feature Selection in the Data-Driven Newsvendor Problem Breno Serrano Stefan Minner Maximilian Schiffer Thibaut Vidal 26 8 0 12 Sep 2022
Learning Optimal Solutions via an LSTM-Optimization Framework Dogacan Yilmaz I. E. Büyüktahtakin 28 10 0 06 Jul 2022
Neural Stochastic Dual Dynamic Programming H. Dai Yuan Xue Zia Syed Dale Schuurmans Bo Dai 24 14 0 01 Dec 2021
Achieving Efficiency in Black Box Simulation of Distribution Tails with Self-structuring Importance Samplers Anand Deo Karthyek Murthy 25 10 0 14 Feb 2021
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 236 7,906 0 13 Jun 2015