Offline Pricing and Demand Learning with Censored Data

Dynamic Inventory Control with Stockout Substitution and Demand Learning

(2020) Boxiao Chen et al.   MANAGEMENT SCIENCE

Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models

(2019) Wang Chi Cheung et al.   MATHEMATICS OF OPERATIONS RESEARCH

Integrating Dynamic Pricing with Inventory Decisions Under Lost Sales

(2019) Qi Feng et al.   MANAGEMENT SCIENCE

Closing the Gap: A Learning Algorithm for Lost-Sales Inventory Systems with Lead Times

(2019) Huanan Zhang et al.   MANAGEMENT SCIENCE

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

(2018) Huanan Zhang et al.   OPERATIONS RESEARCH

The Big Data Newsvendor: Practical Insights from Machine Learning

(2018) Gah-Yi Ban et al.   OPERATIONS RESEARCH

How Research in Production and Operations Management May Evolve in the Era of Big Data

(2017) Qi Feng et al.   PRODUCTION AND OPERATIONS MANAGEMENT

On the (Surprising) Sufficiency of Linear Models for Dynamic Pricing with Demand Learning

(2015) Omar Besbes et al.   MANAGEMENT SCIENCE

The Data-Driven Newsvendor Problem: New Bounds and Insights

(2015) Retsef Levi et al.   OPERATIONS RESEARCH

On Implications of Demand Censoring in the Newsvendor Problem

(2013) Omar Besbes et al.   MANAGEMENT SCIENCE

Adaptive Data-Driven Inventory Control with Censored Demand Based on Kaplan-Meier Estimator

(2011) Woonghee Tim Huh et al.   OPERATIONS RESEARCH

A Nonparametric Asymptotic Analysis of Inventory Planning with Censored Demand

(2009) Woonghee Tim Huh et al.   MATHEMATICS OF OPERATIONS RESEARCH

An Adaptive Algorithm for Finding the Optimal Base-Stock Policy in Lost Sales Inventory Systems with Censored Demand

(2009) Woonghee Tim Huh et al.   MATHEMATICS OF OPERATIONS RESEARCH