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covariance thresholding

4 papers

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Co-occurring keywords · papers mentioning both

sparse principal component analysis (3) random matrix theory (2) high-dimensional statistics (2) high-dimensional data (1) adversarial perturbation (1) heavy-tailed noise (1) near-linear time (1) risk computation tradeoff (1) predictive risk (1) wishart model (1)

Papers

Sparse PCA Beyond Covariance Thresholding COLT 2023 Sparse PCA via Covariance Thresholding JMLR 2016 Sparse PCA via Covariance Thresholding NeurIPS 2014 Computation-Risk Tradeoffs for Covariance-Thresholded Regression ICML 2013