conftrace_

sub-gaussian distribution

31 papers

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Co-occurring keywords · papers mentioning both

sample complexity (9) differential privacy (7) regret bound (5) covariance estimation (5) mean estimation (5) multi-armed bandit (4) covariance matrix (4) convergence rate (3) sub-exponential distribution (2) concentration bound (2)

Papers

How Close Are the Eigenvectors of the Sample and Actual Covariance Matrices? ICML 2017 Newton-Stein Method: An Optimization Method for GLMs via Stein's Lemma JMLR 2016 Robust Regression via Hard Thresholding NeurIPS 2015 Distribution-Dependent Sample Complexity of Large Margin Learning JMLR 2013 On the Sample Complexity of Robust PCA NeurIPS 2012 Tight Sample Complexity of Large-Margin Learning NeurIPS 2010