A novel extension of Generalized Low-Rank Approximation of Matrices based on multiple-pairs of transformations

Soheil Ahmadi, Mansoor Rezghi

Dimensionality reduction is a main step in the learning process which plays an essential role in many applications. The most popular methods in this field like SVD, PCA, and LDA, o…