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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

Per-Sample Kernel Adaptation for Visual Recognition and Grouping ICCV 2015
Structured Feature Selection ICCV 2015
Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection CVPR 2015
Learning to Divide and Conquer for Online Multi-Target Tracking ICCV 2015
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection ICML 2014
Sparse Bayesian structure learning with “dependent relevance determination” priors NIPS 2014
Feature Cross-Substitution in Adversarial Classification NIPS 2014
Towards Ultrahigh Dimensional Feature Selection for Big Data JMLR 2014
PAC-Bayesian AUC classification and scoring NIPS 2014
Metric Learning for Temporal Sequence Alignment NIPS 2014
A Safe Screening Rule for Sparse Logistic Regression NIPS 2014
Multi-Resolution Cascades for Multiclass Object Detection NIPS 2014
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm NIPS 2014
Median Selection Subset Aggregation for Parallel Inference NIPS 2014
Compact Representation for Image Classification: To Choose or to Compress? CVPR 2014
Parallel Feature Selection Inspired by Group Testing NIPS 2014
Speeding Up Tracking by Ignoring Features CVPR 2014
Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
Facial Expression Recognition via a Boosted Deep Belief Network CVPR 2014
Jointly Informative Feature Selection AISTATS 2014
An Efficient Algorithm for Large Scale Compressive Feature Learning AISTATS 2014
Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis CVPR 2014
One Millisecond Face Alignment with an Ensemble of Regression Trees CVPR 2014
Face Alignment at 3000 FPS via Regressing Local Binary Features CVPR 2014