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feature screening

9 papers

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Co-occurring keywords

high-dimensional datum (158) feature selection (649) sure screening property (3) screening rule (16) sparse regression (175) sparse representation (297) variable selection (146) multiple output regression (3) hilbert space embedding (11) spearman rank correlation (9)

Papers

Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data AAAI 2023
Feature screening with kernel knockoffs AISTATS 2022
Distributed Feature Screening via Componentwise Debiasing JMLR 2020
Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling ICML 2016
Lasso Screening Rules via Dual Polytope Projection JMLR 2015
Ultrahigh Dimensional Feature Screening via RKHS Embeddings AISTATS 2013
Lasso Screening Rules via Dual Polytope Projection NIPS 2013
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012
Ultra-high Dimensional Multiple Output Learning With Simultaneous Orthogonal Matching Pursuit: Screening Approach AISTATS 2010