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02/28/2023
Tightness of prescriptive tree-based mixed-integer optimization formulations
We focus on modeling the relationship between an input feature vector an...
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02/16/2022
Convex Loss Functions for Contextual Pricing with Observational Posted-Price Data
We study an off-policy contextual pricing problem where the seller has a...
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12/08/2021
Enhancing Counterfactual Classification via Self-Training
Unlike traditional supervised learning, in many settings only partial fe...
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11/18/2021
Loss Functions for Discrete Contextual Pricing with Observational Data
We study a pricing setting where each customer is offered a contextualiz...
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07/03/2020