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Mathieu Serrurier

IRIT-ADRIA

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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Precipitaion Nowcasting using Deep Neural Network

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Mar 24, 2022
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The Many Faces of 1-Lipschitz Neural Networks

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Apr 13, 2021
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A Hölderian backtracking method for min-max and min-min problems

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Jul 17, 2020
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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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Dyslexia and Dysgraphia prediction: A new machine learning approach

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Apr 15, 2020
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Estimation of conditional mixture Weibull distribution with right-censored data using neural network for time-to-event analysis

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Feb 21, 2020
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From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)

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Dec 13, 2019
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Learning Disentangled Representations via Mutual Information Estimation

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Dec 09, 2019
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