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ENTITY High-dimensional ridgeless least squares interpolation under spiked covariance structures

High-dimensional ridgeless least squares interpolation under spiked covariance structures

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  1. TOOL · CL_191056 ·

    New statistical framework analyzes overfitting in high-dimensional regression

    This paper delves into the statistical behavior of high-dimensional ridgeless least-squares estimators, examining how prediction risk is affected by sample size and feature dimension growth. It introduces a generalized …