The probabilistic estimates on the largest and smallest q-singular values of random matrices.

Ming-Jun Lai Yang Liu

Published in: Math. Comput. (2015)

Keyphrases

singular values
singular value decomposition
matrix completion
low rank
matrix decomposition
dimensionality reduction
generative model
least squares
computer vision
high dimensional
recommender systems
image denoising
closed form
fundamental matrix
low rank matrix
singular vectors