Bayesian learning of inverted Dirichlet mixtures for SVM kernels generation.
Taoufik BdiriNizar BouguilaPublished in: Neural Comput. Appl. (2013)
Keyphrases
- bayesian learning
- support vector
- kernel function
- model selection
- mixture model
- kernel methods
- relevance vector machine
- support vector machine svm
- feature space
- multiple kernel learning
- support vector machine
- posterior distribution
- kernel svms
- feature selection
- knn
- expectation maximization
- em algorithm
- high dimensional
- training set
- parameter estimation
- text mining
- loss function
- cross validation
- probabilistic model
- maximum margin
- machine learning