A Probabilistic Active Support Vector Learning Algorithm.
Pabitra MitraC. A. MurthySankar K. PalPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2004)
Keyphrases
- learning algorithm
- support vector
- generalization ability
- training examples
- maximum margin
- training data
- bayesian networks
- learning machines
- generative model
- learning process
- probabilistic model
- kernel function
- back propagation
- kernel methods
- loss function
- active learning
- machine learning algorithms
- support vector machine
- uncertain data
- feature selection
- reinforcement learning
- generalization error
- classification algorithm
- learning problems
- linear discriminant analysis
- information theoretic
- logistic regression
- learning scheme
- ls svm
- support vectors
- multi task learning
- multi class
- data driven