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Hugo Lebeau
Hugo Lebeau
Ph.D. Student, Université Grenoble Alpes
Verified email at univ-grenoble-alpes.fr - Homepage
Title
Cited by
Cited by
Year
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources
H Lebeau, R Couillet, F Chatelain
International Conference on Machine Learning, 12253-12281, 2022
42022
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation
H Lebeau, F Chatelain, R Couillet
arXiv preprint arXiv:2402.03169, 2024
12024
Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering
H Lebeau, F Chatelain, R Couillet
arXiv preprint arXiv:2402.12302, 2024
2024
Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model
H Lebeau, MEA Seddik, JHM Goulart
International Conference on Learning Representations, 2024
2024
HOSVD Tronquée: Analyse d'une Approximation Tensorielle Rapide
H Lebeau, R Couillet, F Chatelain
GRETSI 2023-XXIXème Colloque Francophone de Traitement du Signal et des Images, 2023
2023
Une analyse par matrices aléatoires du clustering en ligne: comprendre l'impact des limitations en mémoire
H Lebeau, R Couillet, F Chatelain
GRETSI 2022-XXVIIIème Colloque Francophone de Traitement du Signal et des …, 2022
2022
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