Bayesian Maximum Margin Principal Component Analysis.
Changying DuShandian ZheFuzhen ZhuangYuan QiQing HeZhongzhi ShiPublished in: AAAI (2015)
Keyphrases
- maximum margin
- principal component analysis
- maximum entropy discrimination
- maximum likelihood
- hyperplane
- principal components
- markov networks
- learning algorithm
- support vector
- structured prediction
- support vector machine
- dimensionality reduction
- pattern classification
- posterior probability
- feature space
- multi task
- bayesian networks
- covariance matrix
- posterior distribution
- bayesian inference
- feature extraction
- high order
- low dimensional
- face images
- face recognition
- generalization error
- bayesian framework
- data sets
- image segmentation
- multi class
- machine learning