Tensorlab 3.0 - Numerical optimization strategies for large-scale constrained and coupled matrix/tensor factorization.
Nico VervlietOtto DebalsLieven De LathauwerPublished in: ACSSC (2016)
Keyphrases
- tensor factorization
- optimization strategies
- matrix factorization
- negative matrix factorization
- linear algebra
- collaborative filtering
- tag recommendation
- singular value decomposition
- factorization method
- gaussian processes
- nonnegative matrix factorization
- link prediction
- transformation rules
- sparql queries
- sliding window
- optimization methods
- social media
- linear combination
- probabilistic latent semantic analysis
- kl divergence
- semi supervised