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noisy power method

4 papers

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principal component analysis (4) streaming pca (3) power method (2) streaming algorithm (2) streaming principal component analysis (2) streaming analysis (1) singular vector (1) spectral gap (1) singular vector computation (1) fair representation (1)

Papers

Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint NeurIPS 2023 Robust Streaming PCA NeurIPS 2022 An Improved Gap-Dependency Analysis of the Noisy Power Method COLT 2016 The Noisy Power Method: A Meta Algorithm with Applications NeurIPS 2014