Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank.
Yiling JiaHongning WangPublished in: CoRR (2021)
Keyphrases
- learning to rank
- trade off
- balancing exploration and exploitation
- ranking functions
- information retrieval
- loss function
- direct optimization
- evaluation measures
- ranking svm
- query dependent
- document retrieval
- test collection
- collaborative filtering
- evaluation metrics
- learning to rank algorithms
- data mining
- ranking algorithm
- ranking models
- retrieval systems
- language model
- information extraction
- active learning
- feature vectors
- training data
- search engine
- exploration exploitation dilemma