Maximum Margin Ranking Algorithms for Information Retrieval.
Shivani AgarwalMichael CollinsPublished in: ECIR (2010)
Keyphrases
- ranking algorithm
- maximum margin
- information retrieval
- ranking functions
- hyperplane
- support vector
- learning algorithm
- ranking models
- markov networks
- learning to rank
- pattern classification
- generalization error
- search engine
- multi task
- maximum likelihood
- support vector machine
- multiple kernel learning
- generalization bounds
- posterior probability
- data mining
- web pages
- feature extraction
- multi class
- bayesian networks
- linear combination
- graphical models
- web search