InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization.
Jiarui JinZexue HeMengyue YangWeinan ZhangYong YuJun WangJulian J. McAuleyPublished in: CoRR (2024)
Keyphrases
- learning to rank
- conditional mutual information
- mutual information
- ranking functions
- loss function
- document retrieval
- evaluation measures
- information retrieval
- selection criterion
- collaborative filtering
- query dependent
- ranking svm
- direct optimization
- supervised learning
- image registration
- objective function
- feature selection
- retrieval systems
- test collection
- model selection
- similarity measure
- learning to rank algorithms
- decision trees
- genetic algorithm