Smooth Boosting for Margin-Based Ranking.
Jun-ichi MoribeKohei HatanoEiji TakimotoMasayuki TakedaPublished in: ALT (2008)
Keyphrases
- boosting algorithms
- multi class
- web search
- ranking algorithm
- learning to rank
- learning algorithm
- rank order
- ensemble methods
- search engine
- machine learning
- weak learners
- ranking functions
- cost sensitive
- feature selection
- generalization error
- ranked list
- rank aggregation
- combining multiple
- link analysis
- user feedback
- information retrieval systems
- feature space
- pairwise
- machine learning methods
- loss function
- unlabeled data