A fast parallel SGD for matrix factorization in shared memory systems.
Yong ZhuangWei-Sheng ChinYu-Chin JuanChih-Jen LinPublished in: RecSys (2013)
Keyphrases
- shared memory
- matrix factorization
- message passing
- distributed memory
- parallel algorithm
- parallel computing
- heterogeneous platforms
- stochastic gradient descent
- multi processor
- parallel architectures
- parallel programming
- collaborative filtering
- parallel computation
- parallel architecture
- low rank
- parallel computers
- parallel machines
- missing data
- address space
- data parallelism
- factor analysis
- computer systems
- factorization methods
- recommender systems
- parallel execution
- single processor
- distributed systems
- shared memory multiprocessor
- object recognition
- semi supervised
- higher order
- parallel processing
- computer vision