Determinantal Regularization for Ensemble Variable Selection.
Veronika RockováGemma E. MoranEdward I. GeorgePublished in: AISTATS (2016)
Keyphrases
- variable selection
- ensemble selection
- group lasso
- sparsity inducing
- cross validation
- input variables
- regularization parameter
- high dimensional
- point processes
- model selection
- structured sparsity
- feature selection
- training set
- ensemble methods
- linear models
- dimension reduction
- regression problems
- ls svm
- high dimensional data
- ensemble members
- neural network
- dimensionality reduction
- semi supervised
- image processing
- number of input variables