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An Adaptive, Distribution-Free Algorithm for the Newsvendor Problem with Censored Demands, with Applications to Inventory and Distribution

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1999The single-period (news-vendor) problem: literature review and suggestions for future research910 cited
1988Numerical Techniques for Stochastic Optimization632 cited

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2018Dynamic Procurement of New Products with Covariate Information: The Residual Tree Method96 cited
2015The Big Data Newsvendor: Practical Insights from Machine Learning90 cited
2009An Adaptive Algorithm for Finding the Optimal Base-Stock Policy in Lost Sales Inventory Systems with Censored Demand

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88 cited

2021Nonparametric Learning Algorithms for Joint Pricing and Inventory Control with Lost Sales and Censored Demand85 cited

2016Technical Note—Nonparametric Data-Driven Algorithms for Multiproduct Inventory Systems with Censored Demand84 cited

2014Demand Estimation and Ordering Under Censoring: Stock-Out Timing Is (Almost) All You Need83 cited

2017Approximate dynamic programming for lateral transshipment problems in multi-location inventory systems75 cited

2018Technical Note—Perishable Inventory Systems: Convexity Results for Base-Stock Policies and Learning Algorithms Under Censored Demand74 cited

2021Marrying Stochastic Gradient Descent with Bandits: Learning Algorithms for Inventory Systems with Fixed Costs72 cited