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Dynamic Joint Assortment and Pricing Optimization With Demand Learning
16 references·0 citing·32 second hop
Dynamic Joint Assortment and Pricing Optimization With Demand Learning (2018)Dynamic Joint Assortment and Pricing Opti…Multiproduct Price Optimization and Competition Under the Nested Logit Model with Product-Differentiated Price Sensitivities (2014)Multiproduct Price Optimizati…Learning to Optimize via Posterior Sampling (2014)Learning to Optimize via Post…Dynamic Pricing with an Unknown Demand Model: Asymptotically Optimal Semi-Myopic Policies (2014)Dynamic Pricing with an Unkno…Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Regret Analysis of Stochastic…Practical Bayesian Optimization of Machine Learning Algorithms (2012)Practical Bayesian Optimizati…Dynamic Pricing Under a General Parametric Choice Model (2012)Dynamic Pricing Under a Gener…Pricing Multiple Products with the Multinomial Logit and Nested Logit Models: Concavity and Implications (2011)Pricing Multiple Products wit…Improved Algorithms for Linear Stochastic Bandits (2011)Improved Algorithms for Linea…Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint (2010)Dynamic Assortment Optimizati…Dynamic Pricing and Inventory Control of Substitute Products (2008)Dynamic Pricing and Inventory…Dynamic Assortment with Demand Learning for Seasonal Consumer Goods (2007)Dynamic Assortment with Deman…Coordinated Pricing and Production/Procurement Decisions: A Review (2005)Coordinated Pricing and Produ…Using confidence bounds for exploitation-exploration trade-offs (2003)Using confidence bounds for e…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…On the Relationship Between Inventory Costs and Variety Benefits in Retail Assortments (1999)On the Relationship Between I…A Multiproduct Dynamic Pricing Problem and Its Applications to Network Yield Management (1997)A Multiproduct Dynamic Pricin…Some aspects of the sequential design of experiments (1952)Introduction to Multi-Armed Bandits (2019)Bandit Algorithms (2020)Conditional logit analysis of qualitative choice behavior (1972)Quantitative Models for Supply Chain Management (1999)Revenue Management Under a General Discrete Choice Model of Consumer Behavior (2004)Assortment Planning: Review of Literature and Industry Practice (2008)Dynamic pricing and learning: Historical origins, current research, and new directions (2015)Prediction, Learning, and Games (2006)Thompson Sampling for Contextual Bandits with Linear Payoffs (2012)Discrete Choice Theory of Product Differentiation (1992)Optimal Dynamic Pricing of Inventories with Stochastic Demand over Finite Horizons (1994)Pricing and the Newsvendor Problem: A Review with Extensions (1999)Assortment Optimization Under Variants of the Nested Logit Model (2014)Point Processes and Queues: Martingale Dynamics. (1983)Yield Management at American Airlines (1992)Combined Pricing and Inventory Control Under Uncertainty (1999)Intertemporal Pricing with Strategic Customer Behavior (2007)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)A Tutorial on Thompson Sampling (2018)A unified framework for stochastic optimization (2018)Online Decision Making with High-Dimensional Covariates (2019)Inventory Control and Price Theory (1955)Studies in Mathematical Theory of Inventory and Production (1959)Studies in the Mathematical Theory of Inventory and Production (1960)An Econometric Analysis of Inventory Turnover Performance in Retail Services (2005)Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application (2007)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)A Tutorial on Bayesian Optimization (2018)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Information-seeking, curiosity, and attention: computational and neural mechanisms (2013)
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References

  • 2012Practical Bayesian Optimization of Machine Learning Algorithms6,690 cited
  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2012Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems1,275 cited
  • 2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
  • 2011Improved Algorithms for Linear Stochastic Bandits860 cited
  • 1997A Multiproduct Dynamic Pricing Problem and Its Applications to Network Yield Management636 cited
  • 2014Learning to Optimize via Posterior Sampling494 cited
  • 1999On the Relationship Between Inventory Costs and Variety Benefits in Retail Assortments492 cited
  • 2010Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint490 cited
  • 2008Dynamic Pricing and Inventory Control of Substitute Products310 cited
  • 2007Dynamic Assortment with Demand Learning for Seasonal Consumer Goods307 cited
  • 2011Pricing Multiple Products with the Multinomial Logit and Nested Logit Models: Concavity and Implications304 cited
  • 2014Dynamic Pricing with an Unknown Demand Model: Asymptotically Optimal Semi-Myopic Policies302 cited
  • 2012Dynamic Pricing Under a General Parametric Choice Model275 cited
  • 2014

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Multiproduct Price Optimization and Competition Under the Nested Logit Model with Product-Differentiated Price Sensitivities
257 cited
  • 2005Coordinated Pricing and Production/Procurement Decisions: A Review244 cited
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