Oudot, Steve

7 publications

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

MIDL 2024 ADAPT: Multimodal Learning for Detecting Physiological Changes Under Missing Modalities Julie Mordacq, Leo Milecki, Maria Vakalopoulou, Steve Oudot, Vicky Kalogeiton

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

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

NeurIPS 2018 Large Scale Computation of Means and Clusters for Persistence Diagrams Using Optimal Transport Theo Lacombe, Marco Cuturi, Steve Oudot

JMLR 2018 Statistical Analysis and Parameter Selection for Mapper Mathieu Carrière, Bertrand Michel, Steve Oudot

ICML 2017 Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière, Marco Cuturi, Steve Oudot