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Théo Lacombe
Théo Lacombe
Maître de Conférence, LIGM, Université Gustave Eiffel
Verified email at univ-eiffel.fr - Homepage
Title
Cited by
Cited by
Year
PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures
M Carrière, F Chazal, Y Ike, T Lacombe, M Royer, Y Umeda
AISTATS 2020, 2019
187*2019
Large scale computation of means and clusters for persistence diagrams using optimal transport
T Lacombe, M Cuturi, S Oudot
NeurIPS 2018, 2018
742018
Understanding the topology and the geometry of the space of persistence diagrams via optimal partial transport
V Divol, T Lacombe
Journal of Applied and Computational Topology 5, 1-53, 2021
482021
Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
T Lacombe, Y Ike, M Carriere, F Chazal, M Glisse, Y Umeda
IJCAI 2021, 2021
222021
Understanding the topology and the geometry of the persistence diagram space via optimal partial transport
V Divol, T Lacombe
arXiv preprint arXiv:1901.03048, 2019
192019
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds
T de Surrel, F Hensel, M Carrière, T Lacombe, Y Ike, H Kurihara, M Glisse, ...
Topological, Algebraic and Geometric Learning Workshops 2022, 96-106, 2022
142022
On the existence of Monge maps for the Gromov–Wasserstein problem
T Dumont, T Lacombe, FX Vialard
Foundations of Computational Mathematics, 1-48, 2024
13*2024
Estimation and Quantization of Expected Persistence Diagrams
V Divol, T Lacombe
ICML 2021, 2021
102021
A gradient sampling algorithm for stratified maps with applications to topological data analysis
J Leygonie, M Carrière, T Lacombe, S Oudot
Mathematical Programming 202 (1), 199-239, 2023
52023
Statistics for Topological Descriptors using optimal transport
T Lacombe
Institut Polytechnique de Paris, 2020
32020
Magdiff: Covariate data set shift detection via activation graphs of deep neural networks
F Hensel, C Arnal, M Carrière, T Lacombe, H Kurihara, Y Ike, F Chazal
arXiv preprint arXiv:2305.13271, 2023
12023
An homogeneous unbalanced regularized optimal transport model with applications to optimal transport with boundary
T Lacombe
International Conference on Artificial Intelligence and Statistics, 7311-7330, 2023
12023
Climate Science at the Interface Between Topological Data Analysis and Dynamical Systems Theory
D Faranda, T Lacombe, N Otter, K Strommen
Notices of the American Mathematical Society 71, 267-271, 2024
2024
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology
Y Hiraoka, Y Imoto, K Meehan, T Lacombe, T Yachimura
arXiv preprint arXiv:2309.08241, 2023
2023
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