Ranking to Learn and Learning to Rank: On the Role of Ranking in Pattern Recognition Applications.
Giorgio RoffoPublished in: CoRR (2017)
Keyphrases
- learning to rank
- ranking functions
- ranking svm
- information retrieval
- learning to rank algorithms
- loss function
- web search
- document retrieval
- query dependent
- evaluation measures
- direct optimization
- ranking algorithm
- ranking list
- web search engines
- ranking models
- retrieval systems
- user feedback
- relevance judgments
- supervised learning
- evaluation metrics
- pairwise
- learn a ranking function
- directly optimize
- ranked list
- keyphrase extraction
- multi class
- feature extraction
- image processing