cuBool: Bit-Parallel Boolean Matrix Factorization on CUDA-Enabled Accelerators.
Robin KobusAdrian LamothAndré MüllerChristian HundtStefan KramerBertil SchmidtPublished in: ICPADS (2018)
Keyphrases
- matrix factorization
- bit parallel
- pattern matching
- collaborative filtering
- missing data
- negative matrix factorization
- factor analysis
- recommender systems
- factorization methods
- regular expressions
- general purpose
- low rank
- nonnegative matrix factorization
- computing systems
- item recommendation
- data sparsity
- parallel implementation
- data matrix
- tensor factorization
- personalized ranking
- stochastic gradient descent
- high dimensional data
- implicit feedback
- parallel computing
- variational bayesian
- latent factor models
- missing values
- probabilistic matrix factorization