Gasso, Gilles

13 publications

ECML-PKDD 2024 A Theoretically Grounded Extension of Universal Attacks from the Attacker's Viewpoint Jordan Patracone, Paul Viallard, Emilie Morvant, Gilles Gasso, Amaury Habrard, Stéphane Canu

TMLR 2024 Gaussian-Smoothed Sliced Probability Divergences Mokhtar Z. Alaya, Alain Rakotomamonjy, Maxime Berar, Gilles Gasso

ECML-PKDD 2024 Linear Modeling of the Adversarial Noise Space Jordan Patracone, Lucas Anquetil, Yuan Liu, Gilles Gasso, Stéphane Canu

NeurIPS 2023 Fast Optimal Transport Through Sliced Generalized Wasserstein Geodesics Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty

AISTATS 2022 Convergent Working Set Algorithm for Lasso with Non-Convex Sparse Regularizers Alain Rakotomamonjy, Rémi Flamary, Joseph Salmon, Gilles Gasso

ICML 2022 Bregman Neural Networks Jordan Frecon, Gilles Gasso, Massimiliano Pontil, Saverio Salzo

MLJ 2022 Optimal Transport for Conditional Domain Matching and Label Shift Alain Rakotomamonjy, Rémi Flamary, Gilles Gasso, M. El Alaya, Maxime Berar, Nicolas Courty

NeurIPS 2021 Unbalanced Optimal Transport Through Non-Negative Penalized Linear Regression Laetitia Chapel, Rémi Flamary, Haoran Wu, Cédric Févotte, Gilles Gasso

ECML-PKDD 2020 Open Set Domain Adaptation Using Optimal Transport Marwa Kechaou, Romain Hérault, Mokhtar Z. Alaya, Gilles Gasso

NeurIPS 2020 Partial Optimal Tranport with Applications on Positive-Unlabeled Learning Laetitia Chapel, Mokhtar Z. Alaya, Gilles Gasso

ICML 2019 Screening Rules for Lasso with Non-Convex Sparse Regularizers Alain Rakotomamonjy, Gilles Gasso, Joseph Salmon

NeurIPS 2019 Screening Sinkhorn Algorithm for Regularized Optimal Transport Mokhtar Z. Alaya, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy

ICML 2012 Adaptive Canonical Correlation Analysis Based on Matrix Manifolds Florian Yger, Maxime Berar, Gilles Gasso, Alain Rakotomamonjy