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Repro - Stability beyond Bounded Differences: Sharp Generalization Bounds under Finite $L_p$ Moments

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Claim 1: Stability-based framework provides sharp concentration inequalities for functions under finite Lp moment conditions.
Claim 2: Sharp high-probability generalization bounds achieved across ERM, transductive regression, and meta-learning paradigms.
Conclusion