Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage

Amedeo Roberto Esposito, Michael Gastpar, Ibrahim Issa. Generalization Error Bounds via Rényi-, f-Divergences and Maximal Leakage. IEEE Transactions on Information Theory, 67(8):4986-5004, 2021. [doi]

Abstract

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