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Sami Zhioua

On the Impact of Multi-dimensional Local Differential Privacy on Fairness

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Dec 08, 2023
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Dissecting Causal Biases

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Oct 20, 2023
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Shedding light on underrepresentation and Sampling Bias in machine learning

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Jun 08, 2023
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Survey on Fairness Notions and Related Tensions

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Sep 16, 2022
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On the Need and Applicability of Causality for Fair Machine Learning

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Jul 08, 2022
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Causal Discovery for Fairness

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Jun 14, 2022
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Identifiability of Causal-based Fairness Notions: A State of the Art

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Mar 11, 2022
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Survey on Causal-based Machine Learning Fairness Notions

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Oct 25, 2020
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On the Applicability of ML Fairness Notions

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Jun 30, 2020
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