Clément Levrard

According to our database, Clément Levrard authored at least 6 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series.

Frédéric Chazal, Clément Levrard, Martin Royer

J. Mach. Learn. Res., 2024

2022

Topologically penalized regression on manifolds.

Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Clément Levrard, Wolfgang Polonik

J. Mach. Learn. Res., 2022

2021

ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning.

Martin Royer, Frédéric Chazal, Clément Levrard, Yuhei Umeda, Yuichi Ike

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2018

Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction.

Eddie Aamari, Clément Levrard

Discret. Comput. Geom., 2018

The k-PDTM : a coreset for robust geometric inference.

Claire Brécheteau, Clément Levrard

CoRR, 2018

2011

Oracle inequalities for computationally budgeted model selection.

Alekh Agarwal, John C. Duchi, Peter L. Bartlett, Clément Levrard

Proceedings of the COLT 2011, 2011