Weighted maximum margin discriminant analysis with kernels.
Wenming ZhengCairong ZouLi ZhaoPublished in: Neurocomputing (2005)
Keyphrases
- discriminant analysis
- maximum margin
- support vector
- multiple kernel learning
- kernel trick
- linear discriminant analysis
- hyperplane
- structured prediction
- kernel function
- learning algorithm
- face recognition
- pattern classification
- markov networks
- feature extraction
- support vector machine
- kernel methods
- principal component analysis
- maximum likelihood
- discriminative learning
- linear combination
- structured output
- kernel learning
- feature selection
- feature space
- high order
- pattern recognition
- cluster analysis
- binary classification
- cross validation
- semi supervised learning
- generalization error
- belief propagation
- covariance matrix
- dimensionality reduction methods
- similarity measure