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Luca Oneto

IIT, UCL

Over-parameterization and Adversarial Robustness in Neural Networks: An Overview and Empirical Analysis

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Jun 14, 2024
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Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates

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Feb 27, 2024
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Fairness in Machine Learning

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Dec 31, 2020
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Fair Regression with Wasserstein Barycenters

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Jun 23, 2020
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Learning Fair and Transferable Representations

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Jun 25, 2019
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Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification

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Jun 12, 2019
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General Fair Empirical Risk Minimization

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Jan 29, 2019
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Taking Advantage of Multitask Learning for Fair Classification

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Oct 19, 2018
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Empirical Risk Minimization under Fairness Constraints

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Jun 26, 2018
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