Online Learning to Rank with Feedback at the Top.
Sougata ChaudhuriAmbuj TewariPublished in: CoRR (2016)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- user feedback
- ranking functions
- loss function
- information retrieval
- evaluation measures
- document retrieval
- relevance judgments
- ranking svm
- direct optimization
- query dependent
- retrieval systems
- collaborative filtering
- pairwise
- relevance feedback
- information extraction
- learning to rank algorithms
- image retrieval
- ranking list
- directly optimize
- exploration exploitation dilemma
- ranking algorithm
- supervised learning
- probabilistic model
- query processing
- reinforcement learning
- decision trees
- feature selection