Frederic Chazal

Full Professor, INRIA

Joined

February 2019

Names

Frederic Chazal

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Full Professor

INRIA (inria.fr)

2007 – Present

Advisors, Relations & Conflicts

Coauthor

Leonidas Guibas

2011 – 2014

Expertise

No areas of expertise listed

Publications

Quantitative stability of optimal transport maps and linearization of the 2-Wasserstein space
Quentin Mérigot, Alex Delalande, Frederic Chazal
- OpenReview Archive Direct Upload
- Readers: Everyone
MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Neural Networks
Charles Arnal, Felix Hensel, Mathieu Carrière, Théo Lacombe, Hiroaki Kurihara, Yuichi Ike, Frederic Chazal
- Accepted by TMLR
- Readers: Everyone
Choosing the parameter of the Fermat distance: navigating geometry and noise
Frederic Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frederic Pascal, Facundo Fabián Sapienza
- Accepted by TMLR
- Readers: Everyone
MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks
Charles Arnal, Felix Hensel, Mathieu Carrière, Théo Lacombe, Hiroaki Kurihara, Yuichi Ike, Frederic Chazal
- Submitted to ICLR 2024
- Readers: Everyone
Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
Théo Lacombe, Yuichi Ike, Mathieu Carrière, Frederic Chazal, Marc Glisse, Yuhei Umeda
- 25 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
Thibault de Surrel, Felix Hensel, Mathieu Carrière, Théo Lacombe, Yuichi Ike, Hiroaki Kurihara, Marc Glisse, Frederic Chazal
- Published: 25 Mar 2022, Last Modified: 14 Jan 2026
- GTRL 2022 Spotlight
- Readers: Everyone
The density of expected persistence diagrams and its kernel based estimation
Vincent Divol, Frederic Chazal
- 31 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors