Low-rank structure in semidefinite programs derived from the KYP lemma.

Zhang Liu Lieven Vandenberghe

Published in: CDC (2007)

Keyphrases

low rank
semidefinite
semidefinite programming
kernel matrix
matrix factorization
linear combination
missing data
positive semidefinite
convex optimization
sufficient conditions
singular value decomposition
semi supervised
collaborative filtering
high dimensional data
interior point methods