David Loiseaux

12 papers A* 3Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Multi-parameter Module Approximation: an efficient and interpretable invariant for multi-parameter persistence modules with guarantees. J. Appl. Comput. Topol. David Loiseaux, Mathieu Carrière, Andrew J. Blumberg
2025	J	`jnl`	Pulp Motion: Framing-aware multimodal camera and human motion generation. CoRR Robin Courant, Xi Wang, David Loiseaux, Marc Christie, Vicky Kalogeiton
2025	J	`jnl`	T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning. CoRR Julie Mordacq, David Loiseaux, Vicky Kalogeiton, Steve Oudot
2024	A*	`conf`	Differentiability and Optimization of Multiparameter Persistent Homology. ICML Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot
2024	J	`jnl`	Differentiability and Optimization of Multiparameter Persistent Homology. CoRR Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot
2024	—	`—`	Multiparameter topological persistence for machine learning. (Persistance topologique multiparamétrée pour l'apprentissage statistique). David Loiseaux
2024	J	`jnl`	multipers : Multiparameter Persistence for Machine Learning. J. Open Source Softw. David Loiseaux, Hannah Schreiber
2023	A*	`conf`	A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions. NeurIPS David Loiseaux, Mathieu Carrière, Andrew J. Blumberg
2023	J	`jnl`	A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions. CoRR David Loiseaux, Mathieu Carrière, Andrew J. Blumberg
2023	A*	`conf`	Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures. NeurIPS David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot
2023	J	`jnl`	Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures. CoRR David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot
2022	J	`jnl`	Efficient Approximation of Multiparameter Persistence Modules. CoRR David Loiseaux, Mathieu Carrière, Andrew J. Blumberg