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Guillaume Braun
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Cited by
Year
An iterative clustering algorithm for the contextual stochastic block model with optimality guarantees
G Braun, H Tyagi, C Biernacki
International Conference on Machine Learning, 2257-2291, 2022
122022
Clustering multilayer graphs with missing nodes
G Braun, H Tyagi, C Biernacki
International Conference on Artificial Intelligence and Statistics, 2260-2268, 2021
82021
Minimax optimal clustering of bipartite graphs with a generalized power method
G Braun, H Tyagi
Information and Inference: A Journal of the IMA 12 (3), 1830-1866, 2023
72023
Seeded graph matching for the correlated Wigner model via the projected power method
E Araya, G Braun, H Tyagi
arXiv preprint arXiv:2204.04099, 2022
42022
Seeded graph matching for the correlated Gaussian Wigner model via the projected power method
E Araya, G Braun, H Tyagi
Journal of Machine Learning Research 25 (5), 1-43, 2024
12024
Strong consistency guarantees for clustering high-dimensional bipartite graphs with the spectral method
G Braun
Electronic Journal of Statistics 18 (2), 2798-2823, 2024
12024
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates
G Braun, M Sugiyama
International Conference on Artificial Intelligence and Statistics, 532-540, 2024
2024
Méthodes itératives efficientes pour des problèmes de classification et d'appariement de graphes
G Braun
2022
Efficient iterative methods for clustering and matching problems on graphs
G Braun
Université de Lille, 2022
2022
Clustering on multilayer graphs with missing values
G Braun, C Biernacki, H Tyagi
Journée de Statistique de la SFdS, 2020
2020
Clustering Bipartite Graphs with the Generalized Power Method
G Braun, H Tyagi
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Articles 1–11