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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

Structural Maxent Models ICML 2015
Sparse Representation Classification With Manifold Constraints Transfer CVPR 2015
Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias ACML 2015
Good Features to Track for Visual SLAM CVPR 2015
On the consistency theory of high dimensional variable screening NIPS 2015
Principal Differences Analysis: Interpretable Characterization of Differences between Distributions NIPS 2015
Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NIPS 2015
Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices ICML 2015
A Probabilistic Model for Dirty Multi-task Feature Selection ICML 2015
A Scalable Algorithm for Structured Kernel Feature Selection AISTATS 2015
Mind the duality gap: safer rules for the Lasso ICML 2015
Joint Patch and Multi-Label Learning for Facial Action Unit Detection CVPR 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models CVPR 2015
Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015
Risk and Regret of Hierarchical Bayesian Learners ICML 2015
Understanding and Evaluating Sparse Linear Discriminant Analysis AISTATS 2015
A Weighted Sparse Coding Framework for Saliency Detection CVPR 2015
Feature Selection for Linear SVM with Provable Guarantees AISTATS 2015
Similarity Learning for High-Dimensional Sparse Data AISTATS 2015
Sparsistency of \ell_1-Regularized M-Estimators AISTATS 2015
Efficient Sparse Clustering of High-Dimensional Non-spherical Gaussian Mixtures AISTATS 2015
Infinite Feature Selection ICCV 2015
Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NIPS 2015
Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features ICCV 2015