LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems.
Wei-Sheng ChinBo-Wen YuanMeng-Yuan YangYong ZhuangYu-Chin JuanChih-Jen LinPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- shared memory
- matrix factorization
- distributed memory
- parallel programming
- parallel algorithm
- parallel computing
- heterogeneous platforms
- message passing
- collaborative filtering
- parallel architectures
- multi processor
- parallel architecture
- parallel execution
- recommender systems
- missing data
- address space
- low rank
- parallel computation
- distributed systems
- parallel machines
- computing systems
- factor analysis
- parallel computers
- shared memory multiprocessors
- multi core systems
- factorization methods
- message passing interface
- multi core processors
- nonnegative matrix factorization
- negative matrix factorization
- parallel processing
- belief propagation