Differentiable Unbiased Online Learning to Rank.
Harrie OosterhuisMaarten de RijkePublished in: CoRR (2018)
Keyphrases
- learning to rank
- loss function
- balancing exploration and exploitation
- ranking functions
- information retrieval
- document retrieval
- evaluation measures
- ranking svm
- direct optimization
- collaborative filtering
- learning to rank algorithms
- evaluation metrics
- exploration exploitation dilemma
- test collection
- support vector
- objective function
- supervised learning
- retrieval systems
- query dependent
- data mining
- digital libraries
- ranking list
- reinforcement learning