Multidimensional splines with infinite number of knots as SVM kernels.
Rauf IzmailovVladimir VapnikAkshay VashistPublished in: IJCNN (2013)
Keyphrases
- support vector
- kernel function
- multiple kernel learning
- small number
- pattern recognition
- support vector machine
- multi dimensional
- support vector machine svm
- svm classifier
- b spline
- kernel methods
- significantly fewer
- machine learning
- cubic spline
- svm classification
- hyperplane
- logistic regression
- feature vectors
- feature extraction
- decision trees
- feature selection