Stochastic Subsampling for Factorizing Huge Matrices.

Arthur Mensch Julien Mairal Bertrand Thirion Gaël Varoquaux

Published in: IEEE Trans. Signal Process. (2018)

Keyphrases

singular value decomposition
stochastic optimization
kronecker product
pairwise comparison
positive definite
multistage
ensemble methods
huge data
stochastic models
singular values
huge number
data sets
linear programming
dynamic programming
pairwise
social networks
machine learning