Unbiased Learning-to-Rank with Biased Feedback.
Thorsten JoachimsAdith SwaminathanTobias SchnabelPublished in: IJCAI (2018)
Keyphrases
- learning to rank
- user feedback
- information retrieval
- ranking functions
- loss function
- evaluation measures
- document retrieval
- ranking svm
- direct optimization
- query dependent
- relevance feedback
- supervised learning
- evaluation metrics
- multi class
- collaborative filtering
- learning to rank algorithms
- exploration exploitation dilemma
- ranking list
- ranking models
- retrieval systems
- support vector machine
- image retrieval
- digital libraries
- learning algorithm