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08/29/2023
Probabilistic Dataset Reconstruction from Interpretable Models
Interpretability is often pointed out as a key requirement for trustwort...
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09/02/2022
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction
In recent years, a growing body of work has emerged on how to learn mach...
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03/21/2022
Optimizing Binary Decision Diagrams with MaxSAT for classification
The growing interest in explainable artificial intelligence (XAI) for cr...
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09/09/2019
Learning Fair Rule Lists
The widespread use of machine learning models, especially within the con...
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09/18/2017
On the Complexity of Robust Stable Marriage
Robust Stable Marriage (RSM) is a variant of the classical Stable Marria...
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05/24/2017
Finding Robust Solutions to Stable Marriage
We study the notion of robustness in stable matching problems. We first ...
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04/22/2013