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05/15/2023
Robust Auction Design with Support Information
A seller wants to sell an item to n buyers. The buyer valuations are dra...
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02/16/2023
Quality vs. Quantity of Data in Contextual Decision-Making: Exact Analysis under Newsvendor Loss
When building datasets, one needs to invest time, money and energy to ei...
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06/20/2022
Beyond IID: data-driven decision-making in heterogeneous environments
In this work, we study data-driven decision-making and depart from the c...
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05/18/2022
The Multisecretary problem with many types
We study the multisecretary problem with capacity to hire up to B out of...
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06/26/2021
Contextual Inverse Optimization: Offline and Online Learning
We study the problems of offline and online contextual optimization with...
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03/09/2021
Optimal Pricing with a Single Point
We study the following fundamental data-driven pricing problem. How can/...
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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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05/13/2014