Clément Levrard

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 5

Top Topics

Manifold Learning

Reconstruction Process

Neighborhood Graph

Top Venues

Discret. Comput. Geom.

J. Mach. Learn. Res.

Publications

Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Clément Levrard, Wolfgang Polonik
Topologically penalized regression on manifolds. J. Mach. Learn. Res. 23 (2022)
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Wolfgang Polonik, Clément Levrard
Topologically penalized regression on manifolds. CoRR (2021)
Martin Royer, Frédéric Chazal, Clément Levrard, Yuhei Umeda, Yuichi Ike
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning. AISTATS (2021)
Eddie Aamari, Clément Levrard
Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction. Discret. Comput. Geom. 59 (4) (2018)
Claire Brécheteau, Clément Levrard
The k-PDTM : a coreset for robust geometric inference. CoRR (2018)
Alekh Agarwal, John C. Duchi, Peter L. Bartlett, Clément Levrard
Oracle inequalities for computationally budgeted model selection. COLT (2011)