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Phebe Vayanos

Learning Fair Policies for Multi-stage Selection Problems from Observational Data

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Dec 20, 2023
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Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment

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Nov 23, 2023
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Learning Optimal Classification Trees Robust to Distribution Shifts

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Oct 26, 2023
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ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription

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Jul 28, 2023
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Deploying a Robust Active Preference Elicitation Algorithm: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization

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Jun 06, 2023
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Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results

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Dec 04, 2022
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Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery

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Jan 25, 2022
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Learning Optimal Fair Classification Trees

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Jan 24, 2022
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Learning Optimal Prescriptive Trees from Observational Data

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Aug 31, 2021
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Strong Optimal Classification Trees

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Mar 29, 2021
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