2 papers
math.NA2023
Tensor Golub Kahan based on Einstein product
Anas El Hachimi, Khalide Jbilou, Mustapha Hached +1
The Singular Value Decomposition (SVD) of matrices is a widely used tool in scientific computing. In many applications of machine learning, data analysis, signal and image processi…
math.NA2021
A multidimensional principal component analysis via the c-product Golub-Kahan-SVD for classification and face recognition
Mustapha Hached, Khalide Jbilou, Christos Koukouvinos +1
Face recognition and identification is a very important application in machine learning. Due to the increasing amount of available data, traditional approaches based on matricizati…