Bonet, Clément

11 publications

AISTATS 2025 DDEQs: Distributional Deep Equilibrium Models Through Wasserstein Gradient Flows Jonathan Geuter, Clément Bonet, Anna Korba, David Alvarez-Melis

ICML 2025 Flowing Datasets with Wasserstein over Wasserstein Gradient Flows Clément Bonet, Christophe Vauthier, Anna Korba

JMLR 2025 Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds Clément Bonet, Lucas Drumetz, Nicolas Courty

TMLR 2025 Slicing Unbalanced Optimal Transport Clément Bonet, Kimia Nadjahi, Thibault Sejourne, Kilian Fatras, Nicolas Courty

NeurIPS 2024 Mirror and Preconditioned Gradient Descent in Wasserstein Space Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba

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

ICMLW 2023 Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty

ICML 2023 Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals Clément Bonet, Benoı̂t Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty

ICLR 2023 Spherical Sliced-Wasserstein Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh Tan Pham

ICMLW 2023 Unbalanced Optimal Transport Meets Sliced-Wasserstein Thibault Sejourne, Clément Bonet, Kilian Fatras, Kimia Nadjahi, Nicolas Courty

TMLR 2022 Efficient Gradient Flows in Sliced-Wasserstein Space Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz