Regularisation for PCA- and SVD-type matrix factorisations

Abdolrahman Khoshrou, Eric J. Pauwels

Singular Value Decomposition (SVD) and its close relative, Principal Component Analysis (PCA), are well-known linear matrix decomposition techniques that are widely used in applica…