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ENTITY Restricted Eigenvalues Beyond Gaussian Width: Threshold Occupancy under Heavy Tails

Restricted Eigenvalues Beyond Gaussian Width: Threshold Occupancy under Heavy Tails

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  1. TOOL · CL_235576 ·

    Research paper reveals limitations of restricted eigenvalue bounds for heavy-tailed data

    A new research paper explores the limitations of restricted eigenvalue (RE) bounds, which are crucial for stable recovery in norm-regularized estimators. The study demonstrates that for heavy-tailed designs, the sample …