Overlap matrix completion for predicting drug-associated indications.

Mengyun Yang Huimin Luo Yaohang Li Fang-Xiang Wu Jianxin Wang

Published in: PLoS Comput. Biol. (2019)

Keyphrases

matrix completion
low rank
singular values
collaborative filtering
convex relaxation
rank aggregation
missing data
missing values
matrix factorization
protein interaction networks
singular value decomposition
convex optimization
theoretical guarantees
least squares
linear combination
stochastic gradient descent