Online Learning to Rank with Top-k Feedback.
Sougata ChaudhuriAmbuj TewariPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- ranking list
- user feedback
- ranking functions
- information retrieval
- loss function
- evaluation measures
- ranking svm
- query processing
- document retrieval
- collaborative filtering
- evaluation metrics
- direct optimization
- learning to rank algorithms
- query dependent
- directly optimize
- similarity measure
- retrieval effectiveness
- retrieval systems
- test collection
- relevance feedback
- reinforcement learning
- search engine
- average precision
- data mining
- learning algorithm