Collaborative prediction using ensembles of Maximum Margin Matrix Factorizations.
Dennis DeCostePublished in: ICML (2006)
Keyphrases
- maximum margin
- matrix factorization
- support vector
- markov networks
- hyperplane
- learning algorithm
- prediction accuracy
- pattern classification
- collaborative filtering
- maximum likelihood
- recommender systems
- negative matrix factorization
- support vector machine
- generalization error
- missing data
- ensemble methods
- multiple kernel learning
- decision trees
- graphical models
- conditional random fields
- machine learning
- training samples
- multi task
- multi class
- probabilistic model
- nonnegative matrix factorization