| Tensors for data processing: theory, methods, and applications Y Liu Academic Press, 2021 | 20 | 2021 |
| Speeding up of kernel-based learning for high-order tensors O Karmouda, J Boulanger, R Boyer ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 2 | 2021 |
| Apprentissage supervisé à noyau basé sur la décomposition Canonique Polyadique (CP) O Karmouda, J BOULANGER, R Boyer Gretsi 2022, 2022 | 1 | 2022 |
| Joint Factors and Rank Estimation for the Canonical Polyadic Decomposition Based on Convex Optimization O Karmouda, J Boulanger, R Boyer IEEE Access 10, 82295-82304, 2022 | 1 | 2022 |
| High-Dimensional Data Learning Based on Tensorial-Singular Space of Tensor Train Cores K Ouafae, B Remy, B Jeremie EUSIPCO, 2022 | 1 | 2022 |
| APPRENTISSAGE SUPERVISÉ RAPIDE POUR DES DONNÉES TENSORIELLES O Karmouda, B Jérémie, R Boyer 2eme Conférence Internationale Francophone sur la Science des Données, 2021 | 1 | 2021 |
| Tensor-based methods for multidimensional data: learning and rank estimation O Karmouda Université de Lille, 2022 | | 2022 |
| Méthodes tensorielles pour les données multidimensionnelles: apprentissage et estimation du rang O Karmouda | | 2022 |
| Probabilistic analysis of the Canonical Polyadic Decomposition (CPD)-based tensor learning Ouafae Karmouda, Jeremie Boulanger, Remy Boyer Asilomar 2022, 2022 | | 2022 |
| Structured tensor train decomposition for speeding up kernel-based learning Y Zniyed, O Karmouda, R Boyer, J Boulanger, ALF de Almeida, G Favier Tensors for Data Processing, 537-563, 2022 | | 2022 |
