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Marie-José Huguet

LAAS-ROC

Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists

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Mar 18, 2024
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SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning

Dec 22, 2023
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Probabilistic Dataset Reconstruction from Interpretable Models

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Aug 29, 2023
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Learning Optimal Fair Scoring Systems for Multi-Class Classification

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Apr 11, 2023
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Exploiting Fairness to Enhance Sensitive Attributes Reconstruction

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Sep 02, 2022
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Optimizing Binary Decision Diagrams with MaxSAT for classification

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Mar 21, 2022
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Learning Fair Rule Lists

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Sep 09, 2019
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Constraint programming for planning test campaigns of communications satellites

Jan 23, 2017
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