| 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 | 4 | 2022 |
| A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation H Lebeau, F Chatelain, R Couillet arXiv preprint arXiv:2402.03169, 2024 | 1 | 2024 |
| 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 |
Romain COUILLETUGA IDEX DataScience Chair, GIPSA-lab, University Grenoble-AlpesVerified email at gipsa-lab.grenoble-inp.fr
