Oracle inequalities for computationally budgeted model selection. - Alekh Agarwal; John C. Duchi; Peter L. Bartlett; Clément Levrard (COLT, 2011)

The k-PDTM : a coreset for robust geometric inference. - Claire Brécheteau; Clément Levrard (CoRR, 2018)

Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction. - Eddie Aamari; Clément Levrard (Discret. Comput. Geom., 2018)

ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning. - Martin Royer; Frédéric Chazal; Clément Levrard; Yuhei Umeda; Yuichi Ike (AISTATS, 2021)

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