Online Learning to Rank in Stochastic Click Models.
Masrour ZoghiTomás TunysMohammad GhavamzadehBranislav KvetonCsaba SzepesváriZheng WenPublished in: ICML (2017)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- information retrieval
- ranking functions
- loss function
- evaluation metrics
- ranking svm
- evaluation measures
- click models
- directly optimize
- user feedback
- query dependent
- user behavior
- test collection
- digital libraries
- web search
- supervised learning
- retrieval systems
- feature selection
- collaborative filtering
- learning to rank algorithms
- direct optimization