InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization.
Jiarui JinZexue HeMengyue YangWeinan ZhangYong YuJun WangJulian J. McAuleyPublished in: WWW (2024)
Keyphrases
- learning to rank
- conditional mutual information
- mutual information
- information retrieval
- ranking functions
- loss function
- document retrieval
- evaluation measures
- direct optimization
- ranking svm
- collaborative filtering
- objective function
- selection criterion
- query dependent
- learning to rank algorithms
- image registration
- web search
- test collection
- relevant documents
- supervised learning
- image processing
- computer vision
- machine learning