Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP.
Satyen KaleZohar S. KarninTengyuan LiangDávid PálPublished in: ICML (2017)
Keyphrases
- linear regression
- computationally efficient
- feature selection
- sparse regression
- least squares
- regression problems
- generalized linear models
- regression methods
- linear predictors
- text categorization
- nonlinear regression
- linear regression model
- online learning
- locally weighted
- ridge regression
- text classification
- feature set
- dimensionality reduction
- multi class
- high dimensional
- sparse pca
- regression trees
- support vector machine
- feature space
- machine learning
- mutual information
- classification accuracy
- support vector
- face recognition