Probabilistic extension and reject options for pairwise LVQ.
Johannes BrinkrolfBarbara HammerPublished in: WSOM (2017)
Keyphrases
- pairwise
- learning vector quantization
- supervised learning
- probabilistic model
- markov random field
- high order
- real time
- probability theory
- generative model
- higher order
- multi class
- bayesian networks
- similarity measure
- pairwise interactions
- database
- uncertain data
- point sets
- loss function
- machine learning
- conditional probabilities
- graph matching
- unsupervised learning
- data sets
- probabilistic logic
- case study
- option pricing
- semi supervised