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Franck Mamalet

UT

How to design a dataset compliant with an ML-based system ODD?

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Jun 20, 2024
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Quantized Approximately Orthogonal Recurrent Neural Networks

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Feb 05, 2024
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DP-SGD Without Clipping: The Lipschitz Neural Network Way

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May 25, 2023
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When adversarial attacks become interpretable counterfactual explanations

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Jun 14, 2022
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The Many Faces of 1-Lipschitz Neural Networks

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Apr 13, 2021
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White Paper Machine Learning in Certified Systems

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Mar 18, 2021
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Achieving robustness in classification using optimal transport with hinge regularization

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Jun 11, 2020
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