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TOOL · CL_105059 · Jun 22 · 13:09

New statistical learning bounds offer efficient risk detection

This paper introduces new concentration inequalities for error probabilities within the Empirical Risk Principle (ERP) in statistical learning. These inequalities establish non-asymptotic high-confidence lower and upper…