Théo Lacombe

PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures

Mathieu Carrière, Frédéric Chazal, Yuichi Ike et al. · arXiv (Cornell University) · 2019 · 75 citations · Full text

Computing, Computer Science, Data Science +16

Analysis tool for bioclimatic design strategies in hot humid climates

Shady Attia, Théo Lacombe, Hery Tiana Rakotondramiarana et al. · Sustainable Cities and Society · 2018 · 53 citations · Full text

Architecture, Environmental Engineering, Bioclimatic Design +15

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

Théo Lacombe, Marco Cuturi, Steve Oudot · arXiv (Cornell University) · 2018 · 33 citations · Full text

Computing, Computer Science, Mathematics +11

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

Vincent Divol, Théo Lacombe · arXiv (Cornell University) · 2019 · 13 citations · Full text

Natural Sciences, Mathematics, Probability Theory +10

Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs

Théo Lacombe, Yuichi Ike, Mathieu Carrière et al. · 2021 · 13 citations · Full text

Computing, Computer Science, Computer Vision +13