Binary Matrix Factorization on Special Purpose Hardware.
Osman Asif MalikHayato Ushijima-MwesigwaArnab RoyAvradip MandalIndradeep GhoshPublished in: CoRR (2020)
Keyphrases
- matrix factorization
- special purpose hardware
- collaborative filtering
- binary matrix
- recommender systems
- factorization methods
- low rank
- missing data
- negative matrix factorization
- nonnegative matrix factorization
- probabilistic matrix factorization
- factor analysis
- data sparsity
- binary data
- personalized ranking
- variational bayesian
- stochastic gradient descent
- data matrix
- item recommendation
- implicit feedback
- natural images
- missing values