Tensor GMRES and Golub-Kahan Bidiagonalization methods via the Einstein product with applications to image and video processing. - Mohamed El Guide; Alaa El Ichi; Fatemeh Panjeh Ali Beik; Khalide Jbilou (CoRR, 2020)

Tensor Krylov subspace methods via the T-product for color image processing. - Mohamed El Guide; Alaa El Ichi; Khalide Jbilou; Rachid Sadaka (CoRR, 2020)

On some tensor tubal-Krylov subspace methods via the T-product. - Alaa El Ichi; Khalide Jbilou; Rachid Sadaka (CoRR, 2020)

Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems. - Mohamed El Guide; Alaa El Ichi; Khalide Jbilou (CoRR, 2021)

Tensor extrapolation methods with applications. - Fatemeh Panjeh Ali Beik; Alaa El Ichi; Khalide Jbilou; Rachid Sadaka (Numer. Algorithms, 2021)

Multilinear Discriminant Analysis using a new family of tensor-tensor products. - Franck Dufrenois; Alaa El Ichi; Khalide Jbilou (CoRR, 2022)

Tensor Krylov subspace methods via the T-product for large Sylvester tensor equations. - Fatima Bouyghf; Mohamed El Guide; Alaa El Ichi (CoRR, 2024)

TER-FCN: Tensor Einstein Reduced Fully Connected Network applied to Region-based Convolutional Neural Networks for object detection. - Alaa El Ichi; Wissam Kaddah; Marwa El Bouz; Isabelle Badoc (Signal Image Video Process., 2025)