Semi-supervised learning to rank with preference regularization.
Martin SzummerEmine YilmazPublished in: CIKM (2011)
Keyphrases
- learning to rank
- semi supervised
- supervised learning
- ranking functions
- information retrieval
- semi supervised learning
- loss function
- labeled data
- pairwise
- collaborative filtering
- evaluation measures
- ranking svm
- user preferences
- document retrieval
- unlabeled data
- query dependent
- test collection
- active learning
- multi attribute
- retrieval systems
- learning to rank algorithms
- ranking models
- direct optimization
- metric learning
- exploration exploitation dilemma
- multi criteria
- gaussian process
- web search engines
- web search
- probabilistic model
- similarity measure