Polynomial componentwise LS-SVM: Fast variable selection using low rank updates.
Fabian OjedaTillmann FalckBart De MoorJohan A. K. SuykensPublished in: IJCNN (2010)
Keyphrases
- variable selection
- low rank
- ls svm
- high dimensional data
- input variables
- matrix factorization
- linear combination
- convex optimization
- dimension reduction
- missing data
- cross validation
- singular value decomposition
- semi supervised
- high dimensional
- high order
- group lasso
- model selection
- nearest neighbor
- data sets
- dimensionality reduction
- computer vision
- low dimensional
- support vector
- image classification
- active learning
- training set
- data analysis
- feature extraction
- image processing
- feature selection