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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

Super-Flexible Skin Sensors Embedded on the Whole Body, Self-Organizing Based on Haptic Interactions RSS 2008
Robust Regression and Lasso NIPS 2008
Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models NIPS 2008
Using Markov Blankets for Causal Structure Learning JMLR 2008
Learning to Select Features using their Properties JMLR 2008
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning NIPS 2008
Ranking Categorical Features Using Generalization Properties JMLR 2008
An interior-point stochastic approximation method and an L1-regularized delta rule NIPS 2008
Hierarchical Penalization NIPS 2007
A Spectral Regularization Framework for Multi-Task Structure Learning NIPS 2007
SpAM: Sparse Additive Models NIPS 2007
Unsupervised Feature Selection for Accurate Recommendation of High-Dimensional Image Data NIPS 2007
A Stochastic Algorithm for Feature Selection in Pattern Recognition JMLR 2007
An Interior-Point Method for Large-Scale l1-Regularized Logistic Regression JMLR 2007
Margin Trees for High-dimensional Classification JMLR 2007
Catching Change-points with Lasso NIPS 2007
Consistent Feature Selection for Pattern Recognition in Polynomial Time JMLR 2007
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta NIPS 2007
Discriminative Keyword Selection Using Support Vector Machines NIPS 2007
Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition NIPS 2007
A New View of Automatic Relevance Determination NIPS 2007
A Kernel Statistical Test of Independence NIPS 2007
Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation NIPS 2006
Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks NIPS 2006
Scalable Discriminative Learning for Natural Language Parsing and Translation NIPS 2006