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feature selection

649 papers

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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

Lasso Screening Rules via Dual Polytope Projection NIPS 2013
Enriching Texture Analysis with Semantic Data CVPR 2013
Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines ICML 2013
A Comparative Framework for Preconditioned Lasso Algorithms NIPS 2013
Informative Priors for Markov Blanket Discovery AISTATS 2012
A Multi-Stage Framework for Dantzig Selector and LASSO JMLR 2012
Analysis of a Random Forests Model JMLR 2012
Universal Measurement Bounds for Structured Sparse Signal Recovery AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Regularized Off-Policy TD-Learning NIPS 2012
A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views AISTATS 2012
Forward Basis Selection for Sparse Approximation over Dictionary AISTATS 2012
Semiparametric Principal Component Analysis NIPS 2012
Transelliptical Component Analysis NIPS 2012
Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection ACML 2012
Multiresolution Mixture Modeling using Merging of Mixture Components ACML 2012
Factoring nonnegative matrices with linear programs NIPS 2012
Imitation Learning by Coaching NIPS 2012
Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity NIPS 2012
Learning as MAP Inference in Discrete Graphical Models NIPS 2012
Selecting Diverse Features via Spectral Regularization NIPS 2012
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Maximum Margin Temporal Clustering AISTATS 2012
On Bisubmodular Maximization AISTATS 2012