A Unified Framework for Stochastic Matrix Factorization via Variance Reduction.

Renbo Zhao William B. Haskell Jiashi Feng

Published in: CoRR (2017)

Keyphrases

matrix factorization
variance reduction
monte carlo
collaborative filtering
sample size
missing data
recommender systems
low rank
importance sampling
negative matrix factorization
factorization methods
nonnegative matrix factorization
markov chain
particle filter
upper bound
naive bayes classifier
machine learning