Théo Lacombe

Lecturer, Université Gustave Eiffel

Joined

July 2019

Names

Théo Lacombe

Emails

****@inria.fr (Confirmed)

****@univ-eiffel.fr (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Lecturer

Université Gustave Eiffel (univ-eiffel.fr)

2021 – Present

PhD student

INRIA (inria.fr)

2017 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Marco Cuturi

2017 – 2020

PhD Advisor

Steve Oudot

2017 – 2020

Expertise

Topological Data Analysis

machine learning

2017 – Present

Optimal Transport

geometry

statistics

2017 – Present

Publications

Diffeomorphic interpolation for efficient persistence-based topological optimization
Mathieu Carrière, Marc Theveneau, Théo Lacombe
- NeurIPS 2024 poster
- 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
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
On the Existence of Monge Maps for the Gromov-Wasserstein Problem
Théo Lacombe, Théo Dumont, François-Xavier Vialard
- 28 Mar 2023
- OpenReview Archive Direct Upload
- 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
Estimation and Quantization of Expected Persistence Diagrams
Vincent Divol, Théo Lacombe
- 25 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
An Homogeneous Unbalanced Regularized Optimal Transport model with applications to Optimal Transport with Boundary
Théo Lacombe
- 25 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis
Jacob Leygonie, Mathieu Carrière, Théo Lacombe, Steve Oudot
- 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
Understanding the topology and the geometry of the persistence diagram space via optimal partial transport.
Vincent Divol, Théo Lacombe
- 31 May 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 11 publications

Théo Lacombe

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors