Label Ranking with Partial Abstention based on Thresholded Probabilistic Models.
Weiwei ChengEyke HüllermeierWillem WaegemanVolkmar WelkerPublished in: NIPS (2012)
Keyphrases
- probabilistic model
- label ranking
- pairwise
- instance based learning
- preference learning
- probability estimation
- graphical models
- pairwise comparison
- generative model
- multi label
- similarity function
- bayesian networks
- latent variables
- conditional random fields
- language model
- bayesian inference
- expectation maximization
- machine learning
- gaussian processes
- multi class
- ordinal regression
- text categorization
- bayesian framework
- decision trees