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Tackling Algorithmic Bias in Neural-Network Classifiers using Wasserstein-2 Regularization
Journal of Mathematical Imaging and Vision, 2022

Risser Laurent, González-Sanz Alberto, Vincenot Quentin, Loubes Jean-Michel

Local Feature Swapping for Generalization in Reinforcement Learning
The Tenth International Conference on Learning Representations 2022, Apr 2022, Virtual, France

Bertoin David, Rachelson Emmanuel

Deviation results for sparse tables in hashing with linear probing
Probability Theory and Related Fields, 2022, ⟨10.1007/s00440-021-01100-1⟩

Klein Thierry, Lagnoux A, Petit P

Numerical Simulations on Nonlinear Quantum Graphs with the GraFiDi Library
SMAI Journal of Computational Mathematics, 2022, 8, pp.1-47

Besse Christophe, Duboscq Romain, Le Coz Stefan

A Survey of Bias in Machine Learning Through the Prism of Statistical Parity
The American Statistician, 2022, 76 (2), pp.188-198. ⟨10.1080/00031305.2021.1952897⟩

Besse Philippe, del Barrio Eustasio, Gordaliza Paula, Loubes Jean-Michel, Risser Laurent

Adaptive test of independence based on HSIC measures
Annals of Statistics, 2022, 50 (2), pp.858-879. ⟨10.1214/21-AOS2129⟩

Albert Mélisande, Laurent Béatrice, Marrel Amandine, Meynaoui Anouar

Relationships between left ventricular mass and QRS duration in diverse types of left ventricular hypertrophy
European Heart Journal - Cardiovascular Imaging, 2022, 23 (4), pp.560-568. ⟨10.1093/ehjci/jeab063⟩

Domain Guillaume, Chouquet Cecile, Réant Patricia, Bongard Vanina, Vedis Theo, Rollin Anne, Mandel Franck, Delasnerie Hubert, Voglimacci-Stephanopoli Quentin, Mondoly Pierre, Beneyto Maxime, Cariou Eve, Fournier Pauline, Delmas Clément, Galinier Michel, Carrié Didier, Lafitte Stéphane, Lairez Olivier, Ferrières Jean, Cochet Hubert, Maury Philippe

WEAKLY NONLINEAR MULTIPHASE GEOMETRIC OPTICS FOR HYPERBOLIC QUASILINEAR BOUNDARY VALUE PROBLEMS: CONSTRUCTION OF A LEADING PROFILE
SIAM Journal on Mathematical Analysis, 2022

Kilque Corentin

Counterfactual Models for Fair and Adequate Explanations
Machine Learning and Knowledge Extraction, 2022, Special Issue Selected Papers from CD-MAKE 2021 and ARES 2021, 4 (2), pp.316 - 349. ⟨10.3390/make4020014⟩

Asher Nicholas, de Lara Lucas, Paul Soumya, Russell Chris

Spectral stabilization of linear transport equations with boundary and in-domain couplings
Comptes Rendus. Mathématique, 2022, 360, pp.219-240. ⟨10.5802/crmath.288⟩

Dus Mathias, Ferrante Francesco, Prieur Christophe