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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

Attentional Neural Network: Feature Selection Using Cognitive Feedback NIPS 2014
Safe Screening with Variational Inequalities and Its Application to Lasso ICML 2014
Learning Feature Selection Dependencies in Multi-task Learning NIPS 2013
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Dirty Statistical Models NIPS 2013
Understanding variable importances in forests of randomized trees NIPS 2013
Learning Coupled Feature Spaces for Cross-Modal Matching ICCV 2013
Learning Optimally Sparse Support Vector Machines ICML 2013
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension AISTATS 2013
Online Feature Selection for Model-based Reinforcement Learning ICML 2013
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition NIPS 2013
Scale Invariant Conditional Dependence Measures ICML 2013
Robust Structural Metric Learning ICML 2013
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows JMLR 2013
Least Informative Dimensions NIPS 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NIPS 2013
Learning Adaptive Value of Information for Structured Prediction NIPS 2013
Differentially Private Feature Selection via Stability Arguments, and the Robustness of the Lasso COLT 2013
Fine-Grained Crowdsourcing for Fine-Grained Recognition CVPR 2013
Feature Selection in High-Dimensional Classification ICML 2013
Efficient Sparse Group Feature Selection via Nonconvex Optimization ICML 2013
Feature Multi-Selection among Subjective Features ICML 2013
Algorithms for Discovery of Multiple Markov Boundaries JMLR 2013
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing CVPR 2013
Convex formulations of radius-margin based Support Vector Machines ICML 2013