Clément Bonet

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Top Venues

Publications

Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
Mirror and Preconditioned Gradient Descent in Wasserstein Space. CoRR (2024)
Clément Bonet, Lucas Drumetz, Nicolas Courty
Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds. CoRR (2024)
Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics. NeurIPS (2023)
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals. CoRR (2023)
Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty
Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics. CoRR (2023)
Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections. TAG-ML (2023)
Clément Bonet
Leveraging Optimal Transport via Projections on Subspaces for Machine Learning Applications. CoRR (2023)
Thibault Séjourné, Clément Bonet, Kilian Fatras, Kimia Nadjahi, Nicolas Courty
Unbalanced Optimal Transport meets Sliced-Wasserstein. CoRR (2023)
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals. ICML (2023)
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
Spherical Sliced-Wasserstein. ICLR (2023)
Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections. CoRR (2022)
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
Spherical Sliced-Wasserstein. CoRR (2022)
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
Efficient Gradient Flows in Sliced-Wasserstein Space. Trans. Mach. Learn. Res. 2022 (2022)
Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier, Lucas Drumetz
Subspace Detours Meet Gromov-Wasserstein. Algorithms 14 (12) (2021)
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
Subspace Detours Meet Gromov-Wasserstein. CoRR (2021)
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
Sliced-Wasserstein Gradient Flows. CoRR (2021)