Yes we can: simplex volume maximization for descriptive web-scale matrix factorization.
Christian ThurauKristian KerstingChristian BauckhagePublished in: CIKM (2010)
Keyphrases
- matrix factorization
- web scale
- collaborative filtering
- low rank
- recommender systems
- negative matrix factorization
- factorization methods
- missing data
- factor analysis
- web images
- semi structured
- nonnegative matrix factorization
- image search
- objective function
- tensor factorization
- information extraction
- multiscale
- feature extraction
- data mining