Speeding Up of Kernel-Based Learning for High-Order Tensors. - Ouafae Karmouda; Jérémie Boulanger; Rémy Boyer (ICASSP, 2021)

High-Dimensional Data Learning Based on Tensorial-Singular Space of Tensor Train Cores. - Ouafae Karmouda; Rémy Boyer; Jérémie Boulanger (EUSIPCO, 2022)

Joint Factors and Rank Estimation for the Canonical Polyadic Decomposition Based on Convex Optimization. - Ouafae Karmouda; Jérémie Boulanger; Rémy Boyer (IEEE Access, 2022)

Tensor-based methods for multidimensional data: learning and rank estimation. (Méthodes tensorielles pour les données multidimensionnelles: apprentissage et estimation du rang). - Ouafae Karmouda (2022)