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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

Prediction of Deception and Sincerity from Speech Using Automatic Phone Recognition-Based Features INTERSPEECH 2016
Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016
A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces JMLR 2016
RLScore: Regularized Least-Squares Learners JMLR 2016
Subspace Learning with Partial Information JMLR 2016
Guarding against Spurious Discoveries in High Dimensions JMLR 2016
Feature selection in functional data classification with recursive maxima hunting NIPS 2016
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information NIPS 2016
Multi-View People Tracking via Hierarchical Trajectory Composition CVPR 2016
On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016
GAP Safe Screening Rules for Sparse-Group Lasso NIPS 2016
Variational Information Maximization for Feature Selection NIPS 2016
Finding significant combinations of features in the presence of categorical covariates NIPS 2016
Feature-distributed sparse regression: a screen-and-clean approach NIPS 2016
Pruning Random Forests for Prediction on a Budget NIPS 2016
Fast and Flexible Monotonic Functions with Ensembles of Lattices NIPS 2016
Distributed Multi-Task Learning AISTATS 2016
Preterm Birth Prediction: Stable Selection of Interpretable Rules from High Dimensional Data MLHC 2016
Is Feature Selection Secure against Training Data Poisoning? ICML 2015
Motion Part Regularization: Improving Action Recognition via Trajectory Selection CVPR 2015
Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization ICML 2015
Discrete Rényi Classifiers NIPS 2015
Subset Selection by Pareto Optimization NIPS 2015
Largest Source Subset Selection for Instance Transfer ACML 2015
Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation AISTATS 2015