Théo Dumont
PhD student in mathematics at LIGM (Paris).
I am a PhD student in optimal transport at the LIGM (Université Gustave Eiffel) under the supervision of François-Xavier Vialard, Théo Lacombe and Virginie Ehrlacher. Just before that, I worked with Philipp Harms (NTU Singapore) and Klas Modin (Chalmers University) on some topics related to the infinite-dimensional geometry of optimal transport.
My interests span the theory of optimal transport (OT), infinite-dimensional Riemannian geometry and machine learning, and I am passionate about the interplay between those fields. I am currently working on the geometry of several OT-related problems, such as Gromov–Wasserstein, and on the geometry of neural networks. I am always happy to discuss, so feel free to contact me!
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News
Nov 24, 2023 | I gave a talk at the MAP5 lab PhDs’ seminar about the existence of Monge maps for the Gromov–Wasserstein problem (slides, paper). |
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Nov 24, 2023 | I gave a short talk at the Oberwolfach seminar Variational and information flows in machine learning and optimal transport about the existence of Monge maps for the Gromov–Wasserstein problem (slides, paper). |
Nov 8, 2023 | I gave a talk at the MAP5 lab about the infinite-dimensional Riemannian geometry of optimal transport, for the shape analysis seminar in Paris (slides, video). |
Sep, 2023 | I officially started my PhD at the LIGM under the supervision of François-Xavier Vialard and Théo Lacombe! I will be studying the geometry of some optimal transport problems. |
May, 2023 | I joined Chalmers University of Technology for a research experience in geometric hydrodynamics under the supervision of Klas Modin. |