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05/16/2023
Static Pricing Guarantees for Queueing Systems
We consider a general queueing model with price-sensitive customers in w...
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04/13/2023
Estimate-Then-Optimize Versus Integrated-Estimation-Optimization: A Stochastic Dominance Perspective
In data-driven stochastic optimization, model parameters of the underlyi...
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02/24/2023
Balanced Off-Policy Evaluation for Personalized Pricing
We consider a personalized pricing problem in which we have data consist...
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02/23/2023
The Power of Static Pricing for Reusable Resources
We consider the problem of pricing a reusable resource service system. P...
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02/29/2020
Decision Trees for Decision-Making under the Predict-then-Optimize Framework
We consider the use of decision trees for decision-making problems under...
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06/04/2019
Model Trees for Personalization
As more commerce and media consumption are being conducted online, a wea...
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05/27/2019
Generalization Bounds in the Predict-then-Optimize Framework
The predict-then-optimize framework is fundamental in many practical set...
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05/02/2019
Static Pricing: Universal Guarantees for Reusable Resources
We consider a fundamental pricing model in which a fixed number of units...
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10/22/2017
Smart "Predict, then Optimize"
Many real-world analytics problems involve two significant challenges: p...
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06/14/2017