Fairness seen as global sensitivity analysis von Bénesse, Clément, Gamboa, Fabrice, Loubes, Jean-Michel, Boissin, Thibaut

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An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures von Boissin, Thibaut, Mamalet, Franck, Fel, Thomas, Picard, Agustin Martin, Massena, Thomas, Serrurier, Mathieu

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CRAFT: Concept Recursive Activation FacTorization for Explainability von Fel, Thomas, Picard, Agustin, Bethune, Louis, Boissin, Thibaut, Vigouroux, David, Colin, Julien, Cadène, Rémi, Serre, Thomas

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DP-SGD Without Clipping: The Lipschitz Neural Network Way von Bethune, Louis, Massena, Thomas, Boissin, Thibaut, Prudent, Yannick, Friedrich, Corentin, Mamalet, Franck, Bellet, Aurelien, Serrurier, Mathieu, Vigouroux, David

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Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization von Fel, Thomas, Boissin, Thibaut, Boutin, Victor, Picard, Agustin, Novello, Paul, Colin, Julien, Linsley, Drew, Rousseau, Tom, Cadène, Rémi, Goetschalckx, Lore, Gardes, Laurent, Serre, Thomas

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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks von Bethune, Louis, Novello, Paul, Boissin, Thibaut, Coiffier, Guillaume, Serrurier, Mathieu, Vincenot, Quentin, Troya-Galvis, Andres

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Xplique: A Deep Learning Explainability Toolbox von Fel, Thomas, Hervier, Lucas, Vigouroux, David, Poche, Antonin, Plakoo, Justin, Cadene, Remi, Chalvidal, Mathieu, Colin, Julien, Boissin, Thibaut, Bethune, Louis, Picard, Agustin, Nicodeme, Claire, Gardes, Laurent, Flandin, Gregory, Serre, Thomas

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Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception von Linsley, Drew, Feng, Pinyuan, Boissin, Thibaut, Ashok, Alekh Karkada, Fel, Thomas, Olaiya, Stephanie, Serre, Thomas

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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective von Serrurier, Mathieu, Mamalet, Franck, Fel, Thomas, Béthune, Louis, Boissin, Thibaut

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Fairness seen as Global Sensitivity Analysis von Bénesse, Clément, Gamboa, Fabrice, Loubes, Jean-Michel, Boissin, Thibaut

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Achieving robustness in classification using optimal transport with hinge regularization von Serrurier, Mathieu, Mamalet, Franck, González-Sanz, Alberto, Boissin, Thibaut, Loubes, Jean-Michel, del Barrio, Eustasio

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Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks von Béthune, Louis, Boissin, Thibaut, Serrurier, Mathieu, Mamalet, Franck, Friedrich, Corentin, González-Sanz, Alberto

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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective von Serrurier, Mathieu, Mamalet, Franck, Fel, Thomas, Béthune, Louis, Boissin, Thibaut

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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks von Bethune, Louis, Novello, Paul, Boissin, Thibaut, Coiffier, Guillaume, Serrurier, Mathieu, Vincenot, Quentin, Troya-Galvis, Andres

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Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception von Linsley, Drew, Feng, Pinyuan, Boissin, Thibaut, Alekh Karkada Ashok, Fel, Thomas, Olaiya, Stephanie, Serre, Thomas

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Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization von Fel, Thomas, Boissin, Thibaut, Boutin, Victor, Picard, Agustin, Novello, Paul, Julien, Colin, Linsley, Drew, Rousseau, Tom, Cadène, Rémi, Goetschalckx, Lore, Gardes, Laurent, Serre, Thomas

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DP-SGD Without Clipping: The Lipschitz Neural Network Way von Bethune, Louis, Massena, Thomas, Boissin, Thibaut, Prudent, Yannick, Friedrich, Corentin, Mamalet, Franck, Bellet, Aurelien, Serrurier, Mathieu, Vigouroux, David

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Fairness seen as Global Sensitivity Analysis von Bénesse, Clément, Gamboa, Fabrice, Jean-Michel Loubes, Boissin, Thibaut

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CRAFT: Concept Recursive Activation FacTorization for Explainability von Fel, Thomas, Picard, Agustin, Bethune, Louis, Boissin, Thibaut, Vigouroux, David, Julien, Colin, Cadène, Rémi, Serre, Thomas

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Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks von Béthune, Louis, Boissin, Thibaut, Serrurier, Mathieu, Mamalet, Franck, Friedrich, Corentin, González-Sanz, Alberto

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