An Efficient Gauss-Newton Algorithm for Symmetric Low-Rank Product Matrix Approximations.

Xin Liu Zaiwen Wen Yin Zhang

Published in: SIAM J. Optim. (2015)

Keyphrases

low rank
gauss newton
learning algorithm
matrix completion
levenberg marquardt
linear programming
singular values
linear combination
singular value decomposition
objective function
training set
missing data
convergence rate
matrix factorization
computer vision
convergence analysis
machine learning