Future Generation Computer Systems · 2018 · 20 citations · 50 references
ComputingComputer EngineeringComputer ScienceAlgorithmsParallel AlgorithmsParallel ComputingData ParallelismMatrix ComputationMatrix FactorizationParallel Numerical Linear AlgebraParallel Numerical MethodsAlternating Least SquaresParallel Least Squares SolversParallel Matrix AlgorithmsParallel Matrix FactorizationParallel Sparse Linear Algebra
50
Matrix Factorization Techniques for Recommender Systems
Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.7K citations
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent
Feng Niu, Benjamin Recht, Christopher Ré et al. · arXiv (Cornell University) · 2011 · 1.2K citations · Full text
Parallelized Stochastic Gradient Descent
Martin Zinkevich, Markus Weimer, Lihong Li et al. · 2010 · 1.1K citations
Deep Matrix Factorization Models for Recommender Systems
Hong-Jian Xue, Xinyu Dai, Jianbing Zhang et al. · 2017 · 973 citations · Full text