A New Active Learning Scheme with Applications to Learning to Rank from Pairwise Preferences
Nir AilonRon BegleiterEsther EzraPublished in: CoRR (2011)
Keyphrases
- learning scheme
- learning to rank
- pairwise
- loss function
- learning algorithm
- ranking functions
- information retrieval
- ranking svm
- evaluation measures
- collaborative filtering
- multi class
- semi supervised
- user preferences
- query dependent
- direct optimization
- similarity measure
- document retrieval
- directly optimize
- learning to rank algorithms
- supervised learning
- recommender systems