Clément Bonet

24 papers A* 5A 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Busemann Functions in the Wasserstein Space: Existence, Closed-Forms, and Applications to Slicing.
CoRR
Clément Bonet, Elsa Cazelles, Lucas Drumetz, Nicolas Courty
2025 A conf
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows.
AISTATS
Jonathan Geuter, Clément Bonet, Anna Korba, David Alvarez-Melis
2025 J jnl
DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows.
CoRR
Jonathan Geuter, Clément Bonet, Anna Korba, David Alvarez-Melis
2025 A* conf
Flowing Datasets with Wasserstein over Wasserstein Gradient Flows.
ICML
Clément Bonet, Christophe Vauthier, Anna Korba
2025 J jnl
Flowing Datasets with Wasserstein over Wasserstein Gradient Flows.
CoRR
Clément Bonet, Christophe Vauthier, Anna Korba
2025 J jnl
Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds.
J. Mach. Learn. Res.
Clément Bonet, Lucas Drumetz, Nicolas Courty
2025 J jnl
Slicing Unbalanced Optimal Transport.
Trans. Mach. Learn. Res.
Clément Bonet, Kimia Nadjahi, Thibault Séjourné, Kilian Fatras, Nicolas Courty
2024 A* conf
Mirror and Preconditioned Gradient Descent in Wasserstein Space.
NeurIPS
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
2024 J jnl
Mirror and Preconditioned Gradient Descent in Wasserstein Space.
CoRR
Clément Bonet, Théo Uscidda, Adam David, Pierre-Cyril Aubin-Frankowski, Anna Korba
2024 J jnl
Sliced-Wasserstein Distances and Flows on Cartan-Hadamard Manifolds.
CoRR
Clément Bonet, Lucas Drumetz, Nicolas Courty
2023 A* conf
Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics.
NeurIPS
Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty
2023 J jnl
Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics.
CoRR
Guillaume Mahey, Laetitia Chapel, Gilles Gasso, Clément Bonet, Nicolas Courty
2023 — conf
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections.
TAG-ML
Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty
2023 J jnl
Leveraging Optimal Transport via Projections on Subspaces for Machine Learning Applications.
CoRR
Clément Bonet
2023 A* conf
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals.
ICML
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
2023 J jnl
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals.
CoRR
Clément Bonet, Benoît Malézieux, Alain Rakotomamonjy, Lucas Drumetz, Thomas Moreau, Matthieu Kowalski, Nicolas Courty
2023 A* conf
Spherical Sliced-Wasserstein.
ICLR
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
2023 J jnl
Unbalanced Optimal Transport meets Sliced-Wasserstein.
CoRR
Thibault Séjourné, Clément Bonet, Kilian Fatras, Kimia Nadjahi, Nicolas Courty
2022 J jnl
Efficient Gradient Flows in Sliced-Wasserstein Space.
Trans. Mach. Learn. Res.
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
2022 J jnl
Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections.
CoRR
Clément Bonet, Laetitia Chapel, Lucas Drumetz, Nicolas Courty
2022 J jnl
Spherical Sliced-Wasserstein.
CoRR
Clément Bonet, Paul Berg, Nicolas Courty, François Septier, Lucas Drumetz, Minh-Tan Pham
2021 J jnl
Sliced-Wasserstein Gradient Flows.
CoRR
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz
2021 J jnl
Subspace Detours Meet Gromov-Wasserstein.
Algorithms
Clément Bonet, Titouan Vayer, Nicolas Courty, François Septier, Lucas Drumetz
2021 J jnl
Subspace Detours Meet Gromov-Wasserstein.
CoRR
Clément Bonet, Nicolas Courty, François Septier, Lucas Drumetz