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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

A Debiased MDI Feature Importance Measure for Random Forests NIPS 2019
Robust Text Classifier on Test-Time Budgets IJCNLP 2019
Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019
CCMI : Classifier based Conditional Mutual Information Estimation UAI 2019
Interpretable Predictive Modeling for Climate Variables with Weighted Lasso AAAI 2019
Human-in-the-Loop Feature Selection AAAI 2019
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval CVPR 2019
Fast Parallel Algorithms for Statistical Subset Selection Problems NIPS 2019
Fast Sparse Group Lasso NIPS 2019
On the number of variables to use in principal component regression NIPS 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019
DUTH at SemEval-2019 Task 8: Part-Of-Speech Features for Question Classification SEMEVAL 2019
Charge-Based Prison Term Prediction with Deep Gating Network IJCNLP 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control IJCNLP 2019
Query selection methods for automated corpora construction with a use case in food-drug interactions ACL 2019
Feature Representation of Pathophysiology of Parkinsonian Dysarthria INTERSPEECH 2019
Sparse Feature Selection in Kernel Discriminant Analysis via Optimal Scoring AISTATS 2019
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization AISTATS 2019
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees AISTATS 2019
A Probabilistic Derivation of LASSO and L12-Norm Feature Selections AAAI 2019
AFS: An Attention-Based Mechanism for Supervised Feature Selection AAAI 2019
Unsupervised Feature Selection by Pareto Optimization AAAI 2019