High-Performance and Parameterized Matrix Factorization on FPGAs.
Ling ZhuoViktor K. PrasannaPublished in: FPL (2006)
Keyphrases
- matrix factorization
- collaborative filtering
- recommender systems
- low rank
- nonnegative matrix factorization
- missing data
- factor analysis
- factorization methods
- data sparsity
- negative matrix factorization
- personalized ranking
- stochastic gradient descent
- field programmable gate array
- factorization method
- tensor factorization
- latent factors
- item recommendation
- probabilistic matrix factorization
- image processing
- co occurrence