Théo Lacombe

A General Neural Network Architecture for Persistence Diagrams and Graph Classification pdf

Frédéric Chazal, Mathieu Carrière, Yuichi Ike, 2019, ArXiv.

Understanding the Topology and the Geometry of the Persistence Diagram Space via Optimal Partial Transport pdf

Théo Lacombe, Vincent Divol, Théo Lacombe, 2019, ArXiv.

Statistics for Topological Descriptors using optimal transport. (Statistiques sur les descripteurs topologiques à base de transport optimal)

Théo Lacombe, 2020 .

Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport

Steve Oudot, Marco Cuturi, Théo Lacombe, 2018, NeurIPS.

Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs

Yuichi Ike, Yuhei Umeda, Théo Lacombe, 2021, IJCAI.

Analysis tool for bioclimatic design strategies in hot humid climates

François Garde, Shady Attia, Gholamreza Roshan, 2019, Sustainable cities and society.