conftrace_

covariance thresholding

4 papers

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Co-occurring keywords

sparse principal component analysis (47) random matrix theory (63) high-dimensional datum (158) adversarial perturbation (384) near-linear time (10) risk computation tradeoff (1) predictive risk (3) wishart model (1) planted clique (17) high dimensional statistics (19)

Papers

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