Faster Matrix Completion Using Randomized SVD

Fast SVD % function [U,S, V]=rsvd (X, r,q,p) % % usage : % % input: % * X : matrix whose SVD we want % * r : trunction (rank ) for exa

Matrix completion is a widely used technique for
image in-painting and personalized recommended system, etc.
In this work, we focus on accelerating the matrix completion
using faster randomized singular value decomposition (rSVD).