Loiseaux, David

4 publications

NeurIPS 2025 T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning Julie Mordacq, David Loiseaux, Vicky Kalogeiton, Steve Oudot

ICML 2024 Differentiability and Optimization of Multiparameter Persistent Homology Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot

NeurIPS 2023 A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions David Loiseaux, Mathieu Carrière, Andrew Blumberg

NeurIPS 2023 Stable Vectorization of Multiparameter Persistent Homology Using Signed Barcodes as Measures David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot