Solving constrained Lasso and Elastic Net using nu-SVMs.
Carlos M. AlaízAlberto TorresJosé R. DorronsoroPublished in: ESANN (2015)
Keyphrases
- elastic net
- linear support vector machines
- logistic regression
- multiple kernel learning
- support vector
- structural svms
- topology preserving
- support vector machine
- linear svm
- multi class
- projection matrix
- quadratic programming
- feature extraction
- ridge regression
- kernel learning
- kernel function
- support vector machine svm
- knn
- regularization parameter
- learning problems
- svm classifier
- decision trees