← Keywords

feature selection

649 papers

Explore in graph

Also known as

RFECV FS

Co-occurring keywords

support vector machine (976) dimensionality reduction (720) sparse optimization (246) kernel methods (1096) variable selection (146) sparse regression (175) convex optimization (1320) text classification (6776) high-dimensional datum (157) unsupervised learning (3255)

Papers

Quadratic Programming Feature Selection JMLR 2010
A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification JMLR 2010
Linear Complementarity for Regularized Policy Evaluation and Improvement NIPS 2010
Structured sparsity-inducing norms through submodular functions NIPS 2010
The Feature Selection Path in Kernel Methods AISTATS 2010
Feature Selection using Multiple Streams AISTATS 2010
Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization NIPS 2010
A Fast Hybrid Algorithm for Large-Scale -Regularized Logistic Regression JMLR 2010
Multi-Stage Dantzig Selector NIPS 2010
Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework NIPS 2010
Fast Active-set-type Algorithms for $l1$-regularized Linear Regression AISTATS 2010
Submodularity Cuts and Applications NIPS 2009
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model JMLR 2009
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination JMLR 2009
On the Consistency of Feature Selection using Greedy Least Squares Regression JMLR 2009
Particle Swarm Model Selection JMLR 2009
Unsupervised Feature Selection for the $k$-means Clustering Problem NIPS 2009
Sparse and Locally Constant Gaussian Graphical Models NIPS 2009
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction NIPS 2009
Efficient and Accurate Lp-Norm Multiple Kernel Learning NIPS 2009
Toward Provably Correct Feature Selection in Arbitrary Domains NIPS 2009
Heterogeneous multitask learning with joint sparsity constraints NIPS 2009
Sparse Estimation Using General Likelihoods and Non-Factorial Priors NIPS 2009
Dynamic visual attention: searching for coding length increments NIPS 2008
An Information Criterion for Variable Selection in Support Vector Machines JMLR 2008