Metric-agnostic Learning-to-Rank via Boosting and Rank Approximation.
Camilo GomezPengyang WangYanjie FuPublished in: ICDM (2023)
Keyphrases
- learning to rank
- evaluation metrics
- ranking functions
- ranking list
- ranking models
- information retrieval
- loss function
- document retrieval
- query dependent
- learn a ranking function
- ranking svm
- learning to rank algorithms
- evaluation measures
- relevance judgments
- scoring function
- collaborative filtering
- normalized discounted cumulative gain
- supervised learning
- digital libraries
- feature selection
- test collection
- directly optimize
- balancing exploration and exploitation
- data sets
- ensemble methods
- retrieval systems
- query expansion