Understanding the Topology and the Geometry of the Persistence Diagram Space via Optimal Partial Transport. - Vincent Divol; Théo Lacombe (CoRR, 2019)

On the choice of weight functions for linear representations of persistence diagrams. - Vincent Divol; Wolfgang Polonik (J. Appl. Comput. Topol., 2019)

The density of expected persistence diagrams and its kernel based estimation. - Vincent Divol; Frédéric Chazal (J. Comput. Geom., 2019)

Minimax adaptive estimation in manifold inference. - Vincent Divol (CoRR, 2020)

Estimation and Quantization of Expected Persistence Diagrams. - Vincent Divol; Théo Lacombe (ICML, 2021)

Understanding the topology and the geometry of the space of persistence diagrams via optimal partial transport. - Vincent Divol; Théo Lacombe (J. Appl. Comput. Topol., 2021)

Minimax estimation of discontinuous optimal transport maps: The semi-discrete case. - Aram-Alexandre Pooladian; Vincent Divol; Jonathan Niles-Weed (ICML, 2023)

Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds. - Charles Arnal; David Cohen-Steiner; Vincent Divol (NeurIPS, 2024)

Demographic parity in regression and classification within the unawareness framework. - Vincent Divol; Solenne Gaucher (CoRR, 2024)