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Xavier Gitiaux

Ex-Ante Assessment of Discrimination in Dataset

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Aug 18, 2022
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SoFaiR: Single Shot Fair Representation Learning

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Apr 26, 2022
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Aura: Privacy-preserving augmentation to improve test set diversity in noise suppression applications

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Oct 08, 2021
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Fair Representations by Compression

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May 28, 2021
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Learning Smooth and Fair Representations

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Jun 15, 2020
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Single-Frame Super-Resolution of Solar Magnetograms: Investigating Physics-Based Metrics \& Losses

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Nov 04, 2019
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Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties

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Nov 04, 2019
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Multi-Differential Fairness Auditor for Black Box Classifiers

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Mar 18, 2019
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