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ENTITY spiked covariance regime

spiked covariance regime

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    New theory advances streaming PCA with uncertainty quantification

    Researchers have developed new theoretical frameworks for streaming Principal Component Analysis (PCA) using Oja's algorithm. The work addresses open questions regarding convergence rates for general ranks under sub-Gau…