function [U_linearlatlon, D_linearlatlon, V_linearlatlon] = get_SVD_Ks_Rectangular_Linear_SKIP_function(W_lat_x, W_lon_x, covg_lat, covg_lon, W_lat_z, W_lon_z, linear ...

Purpose: Loads and prepares the MNIST dataset for training purposes. Functionality: This script extracts a specified number of images and their corresponding labels from a given file, setting the ...

Many statistical learning methods such as matrix completion, matrix regression, and multiple response regression estimate a matrix of parameters. The nuclear norm regularization is frequently employed ...

Abstract: This paper makes use of a useful image hashing program tool by Vishal Monga to explore a better parameter set for singular value decomposition (SVD) hashing function used in image ...