Sparse Learning for Variable Selection with Structures and Nonlinearities.
Magda GregorovaPublished in: CoRR (2019)
Keyphrases
- variable selection
- sparse learning
- sparsity inducing
- input variables
- high dimensional
- cross validation
- elastic net
- model selection
- linear models
- multi task
- ls svm
- dimension reduction
- high dimensional data
- sparse representation
- image processing
- data mining
- logistic regression
- neural network
- multi class
- feature space
- decision trees
- feature selection
- machine learning