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ENTITY Concentration inequalities for leave-one-out cross validation

Concentration inequalities for leave-one-out cross validation

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  1. TOOL · CL_299786 ·

    New theory on leave-one-out cross-validation bounds published

    This paper, submitted to arXiv, introduces new theoretical frameworks for understanding leave-one-out cross-validation (LOOCV) in machine learning. The authors demonstrate that estimator stability, combined with a gradi…