A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems.
Wei-Sheng ChinYong ZhuangYu-Chin JuanChih-Jen LinPublished in: ACM Trans. Intell. Syst. Technol. (2015)
Keyphrases
- shared memory
- matrix factorization
- gradient method
- distributed memory
- negative matrix factorization
- parallel algorithm
- parallel programming
- message passing
- multi processor
- parallel architectures
- parallel computing
- parallel execution
- distributed systems
- recommender systems
- nonnegative matrix factorization
- collaborative filtering
- missing data
- evolutionary algorithm
- optimization methods
- parallel processing