CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUs.

Xiaolong Xie Wei Tan Liana L. Fong Yun Liang

Published in: HPDC (2017)

Keyphrases

stochastic gradient descent
matrix factorization
collaborative filtering
recommender systems
low rank
missing data
nonnegative matrix factorization
negative matrix factorization
support vector machine
dimensionality reduction