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Arthur Charpentier

Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness

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Aug 06, 2024
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Probabilistic Scores of Classifiers, Calibration is not Enough

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Aug 06, 2024
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Boarding for ISS: Imbalanced Self-Supervised: Discovery of a Scaled Autoencoder for Mixed Tabular Datasets

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Mar 23, 2024
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From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration

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Feb 12, 2024
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Geospatial Disparities: A Case Study on Real Estate Prices in Paris

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Jan 29, 2024
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Measuring and Mitigating Biases in Motor Insurance Pricing

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Nov 20, 2023
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Parametric Fairness with Statistical Guarantees

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Oct 31, 2023
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A Sequentially Fair Mechanism for Multiple Sensitive Attributes

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Sep 12, 2023
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Addressing Fairness and Explainability in Image Classification Using Optimal Transport

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Aug 22, 2023
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Generalized Oversampling for Learning from Imbalanced datasets and Associated Theory

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Aug 05, 2023
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