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feature screening

9 papers

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Co-occurring keywords · papers mentioning both

high-dimensional data (3) feature selection (3) sure screening property (2) screening rule (2) ultrahigh-dimensional data (2) sparse regression (2) sparse representation (2) variable selection (2) hilbert space embedding (1) spearman rank correlation (1)

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 Lasso Screening Rules via Dual Polytope Projection NeurIPS 2013 Ultrahigh Dimensional Feature Screening via RKHS Embeddings AISTATS 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