David LOISEAUX

6
Documents
Affiliations actuelles
  • Centre Inria d'Université Côte d'Azur
  • Interdisciplinary Institute for Artificial Intelligence (3iA Côte d’Azur)
  • Université Côte d'Azur (UniCA)
  • Centre Inria de Saclay

Publications

Publications

Image document

Differentiability and Optimization of Multiparameter Persistent Homology

Luis Scoccola , Siddharth Setlur , David Loiseaux , Mathieu Carrière , Steve Oudot
ICML 2024 - The Forty-First International Conference on Machine Learning, Jul 2024, Wien, Austria
Communication dans un congrès hal-04609272 v1

A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions

David Loiseaux , Mathieu Carrière , Andrew J. Blumberg
NeurIPS 2023 - 36th Conference on Neural Information Processing Systems, Dec 2023, New Orleans (LA), United States
Communication dans un congrès hal-04135811 v1

Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures

David Loiseaux , Luis Scoccola , Mathieu Carrière , Magnus Bakke Botnan , Steve Oudot
NeurIPS 2023 - 36th Conference on Neural Information Processing Systems, Dec 2023, New Orleans (LA), United States
Communication dans un congrès hal-04133009 v1
Image document

Multiparameter topological persistence for machine learning

David Loiseaux
Computational Geometry [cs.CG]. Université Côte d'Azur, 2024. English. ⟨NNT : 2024COAZ4051⟩
Thèse tel-04987893 v1