Compressed Randomized UTV Decompositions for Low-Rank Matrix Approximations.

Maboud F. Kaloorazi Rodrigo C. de Lamare

Published in: IEEE J. Sel. Top. Signal Process. (2018)

Keyphrases

gene expression
low rank matrix
matrix approximation
singular value decomposition
approximation methods
low rank
matrix decomposition
convex optimization
matrix factorization
sparse matrix
linear combination
least squares
singular values
matrix completion
machine learning
missing data
markov random field