Clément Bonet

According to our database, Clément Bonet authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mirror and Preconditioned Gradient Descent in Wasserstein Space.

Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba

CoRR, 2024

Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds.

Clément Bonet, Lucas Drumetz, Nicolas Courty

CoRR, 2024

2023

Leveraging Optimal Transport via Projections on Subspaces for Machine Learning Applications.

Clément Bonet

CoRR, 2023

Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics.

Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty

CoRR, 2023

Unbalanced Optimal Transport meets Sliced-Wasserstein.

Thibault Séjourné, Clément Bonet, Kilian Fatras, Kimia Nadjahi, Nicolas Courty

CoRR, 2023

Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections.

Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty

Proceedings of the Topological, 2023

Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics.

Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals.

Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty

Proceedings of the International Conference on Machine Learning, 2023

Spherical Sliced-Wasserstein.

Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Efficient Gradient Flows in Sliced-Wasserstein Space.

Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz

Trans. Mach. Learn. Res., 2022

2021

Sliced-Wasserstein Gradient Flows.

Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz

CoRR, 2021

Subspace Detours Meet Gromov-Wasserstein.

Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz

CoRR, 2021

Subspace Detours Meet Gromov-Wasserstein.

Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier, Lucas Drumetz

Algorithms, 2021