Master thesis (2024)
Gradient Flows in the Geometry of the Sinkhorn Divergence, Defense slides (thesis supervised by Hugo Lavenant)
Academic projects
Below are some of the research project reports and presentations I have made during the MVA (2023-2024) and my M1 at Télécom Paris (2022-2023).
Report: Neural Optimal Transport, Slides (with Antoine Olivier)
Report: Variational Learning of Inducing Variables in Sparse Gaussian Processes (with Lucas Haubert)
Presentation: Riemanniann Manifold Hamiltonian Monte Carlo (with Samuel Bazaz Jazayeri)
Report: Generalized Sliced Distances for Probability Distributions, Slides
Presentation: FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles (with Chen Yiyuan, Mathis Reymond)
Report: Sparse representation of multivariate extremes with applications to anomaly detection, Slides
Report: Mean Curvature Motion of Point Cloud Varifolds, Slides