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Clément Bonet

Post-doctoral Researcher

  • 123
    Citations
20212025

Research activity per year

Personal profile

Research interests

Engineering and Technology

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  • DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows

    Geuter, J., Bonet, C., Korba, A. & Alvarez-Melis, D., 1 Jan 2025, In: Proceedings of Machine Learning Research. 258, p. 3988-3996 9 p.

    Research output: Contribution to journal › Conference article › peer-review

  • Flowing Datasets with Wasserstein over Wasserstein Gradient Flows

    Bonet, C., Vauthier, C. & Korba, A., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 4911-4967 57 p.

    Research output: Contribution to journal › Conference article › peer-review

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

    Bonet, C., Drumetz, L. & Courty, N., 1 Jan 2025, In: Journal of Machine Learning Research. 26

    Research output: Contribution to journal › Article › peer-review

    7 Citations (Scopus)

  • Mirror and Preconditioned Gradient Descent in Wasserstein Space

    Bonet, C., Uscidda, T., David, A., Aubin-Frankowski, P. C. & Korba, A., 1 Jan 2024, In: Advances in Neural Information Processing Systems. 37

    Research output: Contribution to journal › Conference article › peer-review

    10 Citations (Scopus)

  • Slicing Unbalanced Optimal Transport

    Bonet, C., Nadjahi, K., Séjourné, T., Fatras, K. & Courty, N., 1 Jan 2024, In: Transactions on Machine Learning Research. 2024

    Research output: Contribution to journal › Article › peer-review

    5 Citations (Scopus)

  • Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics

    Mahey, G., Chapel, L., Gasso, G., Bonet, C. & Courty, N., 1 Jan 2023, In: Advances in Neural Information Processing Systems. 36

    Research output: Contribution to journal › Conference article › peer-review

    2 Citations (Scopus)

  • Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections

    Bonet, C., Chapel, L., Drumetz, L. & Courty, N., 1 Jan 2023, In: Proceedings of Machine Learning Research. 221, p. 334-370 37 p.

    Research output: Contribution to journal › Conference article › peer-review

    21 Citations (Scopus)

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

    Bonet, C., Malézieux, B., Rakotomamonjy, A., Drumetz, L., Moreau, T., Kowalski, M. & Courty, N., 1 Jan 2023, In: Proceedings of Machine Learning Research. 202, p. 2777-2805 29 p.

    Research output: Contribution to journal › Conference article › peer-review

    26 Citations (Scopus)

  • SPHERICAL SLICED-WASSERSTEIN

    Bonet, C., Berg, P., Courty, N., Septier, F., Drumetz, L. & Pham, M. T., 1 Jan 2023.

    Research output: Contribution to conference › Paper › peer-review

    28 Citations (Scopus)

  • Efficient Gradient Flows in Sliced-Wasserstein Space

    Bonet, C., Courty, N., Septier, F. & Drumetz, L., 1 Jan 2022, In: Transactions on Machine Learning Research. 2022-November

    Research output: Contribution to journal › Article › peer-review

    20 Citations (Scopus)
View all 11 research outputs