Théo Dumont

Research intern in geometry at NTU Singapore. Dual-degree MSc at Mines Paris & ENS Paris-Saclay (MVA).

I am a research intern in infinite-dimensional Riemannian geometry applied to deep learning at NTU Singapore, working with Pr. Philipp Harms. I will start my PhD at the LIGM (Université Gustave Eiffel) in late 2023. I recently completed a dual-degree MSc at Mines Paris - PSL and ENS Paris-Saclay (MVA).

I am passionate about mathematics, in particular about geometry, optimal transport and deep learning, and I am always very happy to discuss. Please feel free to contact me!


Nov, 2022 :postal_horn: I joined NTU Singapore for a research experience in infinite-dimensional Riemannian geometry applied to deep learning under the supervision of Philipp Harms.
Oct, 2022 :bookmark_tabs: Our preprint On the existence of Monge maps for the Gromov-Wasserstein problem with Théo Lacombe and François-Xavier Vialard is available on arxiv.
Apr, 2022 :postal_horn: I joined the LIGM at Université Gustave Eiffel for a research internship in optimal transport under the supervision of François-Xavier Vialard and Théo Lacombe.

Selected publications

  1. illus-monge.png
    On the Existence of Monge Maps for the Gromov-Wasserstein Problem
    Théo DumontThéo Lacombe, and François-Xavier Vialard
    Under review, 2022