Training Data Optimization for Pairwise Learning to Rank.
Hojae HanSeung-won HwangYoung-In SongSiyeon KimPublished in: ICTIR (2020)
Keyphrases
- learning to rank
- pairwise
- loss function
- training data
- direct optimization
- directly optimize
- ranking functions
- information retrieval
- supervised learning
- evaluation measures
- ranking svm
- data sets
- document retrieval
- query dependent
- training set
- multi class
- learning to rank algorithms
- semi supervised
- collaborative filtering
- optimization method
- evaluation metrics
- optimization problems
- optimization algorithm
- support vector
- similarity measure
- optimization methods
- support vector machine
- labeled data
- active learning
- decision trees
- classification accuracy