Unbiased Learning to Rank: Counterfactual and Online Approaches.
Harrie OosterhuisRolf JagermanMaarten de RijkePublished in: WWW (Companion Volume) (2020)
Keyphrases
- learning to rank
- balancing exploration and exploitation
- query dependent
- learning to rank algorithms
- information retrieval
- loss function
- ranking functions
- exploration exploitation dilemma
- reinforcement learning
- ranking svm
- direct optimization
- evaluation metrics
- document retrieval
- collaborative filtering
- online advertising
- supervised learning
- bayesian networks
- multimedia