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· 2011 · Journal of Neurophysiology · DOI 10.1152/jn.00339.2011 · arXiv 0339.2011

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  • The Regularization Parameter: Sparse Precision Matrix Estimation stat.ML · 2026-07-07 · accept · none · ref 45

    A closed-form matrix regularization parameter for ℓ1-regularized Gaussian MLE, obtained by fixing reselection probability of nonzero entries, matches CV accuracy and support recovery at far lower cost.