Phebe Vayanos

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Sina Aghaei

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Publications

2025
[j7]
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Sina Aghaei, Andrés Gómez, Phebe Vayanos:
Strong Optimal Classification Trees. Oper. Res. 73(4): 2223-2241 (2025)
2023
[c33]
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  - conf/aaai/JoTDARV23
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Nathanael Jo, Bill Tang, Kathryn Dullerud, Sina Aghaei, Eric Rice, Phebe Vayanos:
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results. AAAI 2023: 11837-11846
[c32]
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Nathanael Jo, Sina Aghaei, Jack Benson, Andrés Gómez, Phebe Vayanos:
Learning Optimal Fair Decision Trees: Trade-offs Between Interpretability, Fairness, and Accuracy. AIES 2023: 181-192
[i15]
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  - journals/corr/abs-2307-15691
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Patrick Vossler, Sina Aghaei, Nathan Justin, Nathanael Jo, Andrés Gómez, Phebe Vayanos:
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription. CoRR abs/2307.15691 (2023)
[i14]
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  - journals/corr/abs-2310-17772
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Nathan Justin, Sina Aghaei, Andrés Gómez, Phebe Vayanos:
Learning Optimal Classification Trees Robust to Distribution Shifts. CoRR abs/2310.17772 (2023)
2022
[i11]
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  - journals/corr/abs-2201-09932
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Nathanael Jo, Sina Aghaei, Jack Benson, Andrés Gómez, Phebe Vayanos:
Learning Optimal Fair Classification Trees. CoRR abs/2201.09932 (2022)
[i9]
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  - journals/corr/abs-2212-01725
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Nathanael Jo, Bill Tang, Kathryn Dullerud, Sina Aghaei, Eric Rice, Phebe Vayanos:
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results. CoRR abs/2212.01725 (2022)
2021
[i8]
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  - journals/corr/abs-2103-15965
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Sina Aghaei, Andrés Gómez, Phebe Vayanos:
Strong Optimal Classification Trees. CoRR abs/2103.15965 (2021)
[i7]
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  - journals/corr/abs-2108-13628
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Nathanael Jo, Sina Aghaei, Andrés Gómez, Phebe Vayanos:
Learning Optimal Prescriptive Trees from Observational Data. CoRR abs/2108.13628 (2021)
2020
[i6]
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  - journals/corr/abs-2002-09142
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Sina Aghaei, Andrés Gómez, Phebe Vayanos:
Learning Optimal Classification Trees: Strong Max-Flow Formulations. CoRR abs/2002.09142 (2020)
2019
[c27]
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Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos:
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making. AAAI 2019: 1418-1426
[i1]
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  - journals/corr/abs-1903-10598
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Sina Aghaei, Mohammad Javad Azizi, Phebe Vayanos:
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making. CoRR abs/1903.10598 (2019)

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