Hugo Lebeau

According to our database, Hugo Lebeau authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Performance of Rank-One Tensor Approximation on Incomplete Data.

Hugo Lebeau

CoRR, April, 2025

Random Matrix and Tensor Models for Large Data Processing. (Modèles de Matrices et Tenseurs Aléatoires pour le Traitement de Données Massives).

Hugo Lebeau

PhD thesis, 2025

2024

Asymptotic Gaussian Fluctuations of Eigenvectors in Spectral Clustering.

Hugo Lebeau, Florent Chatelain, Romain Couillet

IEEE Signal Process. Lett., 2024

A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation.

Hugo Lebeau, Florent Chatelain, Romain Couillet

CoRR, 2024

Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model.

Hugo Lebeau, Mohamed El Amine Seddik, José Henrique de Morais Goulart

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources.

Hugo Lebeau, Romain Couillet, Florent Chatelain

Proceedings of the International Conference on Machine Learning, 2022