Nonnegative/binary matrix factorization with a D-Wave quantum annealer.
Daniel O'MalleyVelimir V. VesselinovBoian S. AlexandrovLudmil B. AlexandrovPublished in: CoRR (2017)
Keyphrases
- matrix factorization
- nonnegative matrix factorization
- tensor factorization
- factor matrices
- data matrix
- collaborative filtering
- binary matrix
- negative matrix factorization
- sparse non negative
- low rank
- recommender systems
- factor analysis
- factorization methods
- stochastic gradient descent
- missing data
- data sparsity
- variational bayesian
- item recommendation
- personalized ranking
- probabilistic matrix factorization
- factorization method
- latent factors
- low rank matrix
- cluster analysis