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robust covariance estimation

5 papers

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Co-occurring keywords · papers mentioning both

covariance estimation (3) corrupted sample (2) covariance matrix (2) high-dimensional statistics (2) robust statistics (2) scatter estimation (1) concentration of measure (1) perturbation bound (1) spectral signature (1) poisoned data detection (1)

Papers

SPECTRE: defending against backdoor attacks using robust statistics ICML 2021 Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020 Robust Gaussian Covariance Estimation in Nearly-Matrix Multiplication Time NeurIPS 2020 Faster Algorithms for High-Dimensional Robust Covariance Estimation COLT 2019 An ℓ_∞ Eigenvector Perturbation Bound and Its Application JMLR 2018