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Policy Optimization Using Semiparametric Models for Dynamic Pricing
16 references·1 citing·35 second hop
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References

  • 1993An Efficient Semiparametric Estimator for Binary Response Models759 cited
  • 2009Dynamic Pricing Without Knowing the Demand Function: Risk Bounds and Near-Optimal Algorithms510 cited
  • 2015Dynamic pricing and learning: Historical origins, current research, and new directions434 cited
  • 2004The value of knowing a demand curve: bounds on regret for online posted-price auctions314 cited
  • 2014Dynamic Pricing with an Unknown Demand Model: Asymptotically Optimal Semi-Myopic Policies302 cited
  • 2012Dynamic Pricing Under a General Parametric Choice Model275 cited
  • 2013Simultaneously Learning and Optimizing Using Controlled Variance Pricing214 cited
  • 2021Personalized Dynamic Pricing with Machine Learning: High-Dimensional Features and Heterogeneous Elasticity202 cited
  • 2014Close the Gaps: A Learning-While-Doing Algorithm for Single-Product Revenue Management Problems183 cited
  • 2019Data Analytics in Operations Management: A Review182 cited
  • 2021A Statistical Learning Approach to Personalization in Revenue Management142 cited
  • 2006A Nonparametric Approach to Multiproduct Pricing135 cited
  • 2020Feature-Based Dynamic Pricing128 cited
  • 2012Dynamic pricing with limited supply98 cited
  • 2019

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Dynamic Learning and Pricing with Model Misspecification
94 cited
  • 2015The Effectiveness of Field Price Discretion: Empirical Evidence from Auto Lending88 cited
  • Cited by

    • 2024Dynamic Contextual Pricing with Doubly Non-Parametric Random Utility Models6 cited