Matrix completion from a few entries.

Raghunandan H. Keshavan Andrea Montanari Sewoong Oh

Published in: IEEE Trans. Inf. Theory (2010)

Keyphrases

matrix completion
low rank
singular values
collaborative filtering
rank minimization
missing data
rank aggregation
matrix factorization
incomplete data
stochastic gradient descent
convex optimization
convex relaxation
high dimensional data
singular value decomposition