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Learning Optimal Fair Classification Trees



Nathanael Jo , Sina Aghaei , Jack Benson , Andr茅s G贸mez , Phebe Vayanos


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Learning Optimal Prescriptive Trees from Observational Data



Nathanael Jo , Sina Aghaei , Andr茅s G贸mez , Phebe Vayanos


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Strong Optimal Classification Trees



Sina Aghaei , Andr茅s G贸mez , Phebe Vayanos


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Learning Optimal Classification Trees: Strong Max-Flow Formulations



Sina Aghaei , Andres Gomez , Phebe Vayanos


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Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making



Sina Aghaei , Mohammad Javad Azizi , Phebe Vayanos

* 33rd AAAI Conference on Artificial Intelligence, 2019 

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