Topologically penalized regression on manifolds. - Olympio Hacquard; Krishnakumar Balasubramanian 002; Gilles Blanchard; Clément Levrard; Wolfgang Polonik (J. Mach. Learn. Res., 2022)

Statistical learning on measures: an application to persistence diagrams. - Olympio Hacquard (CoRR, 2023)

Hypergraph clustering using Ricci curvature: an edge transport perspective. - Olympio Hacquard (CoRR, 2024)

Euler Characteristic Tools for Topological Data Analysis. - Olympio Hacquard; Vadim Lebovici (J. Mach. Learn. Res., 2024)