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Amedeo Roberto Esposito

Lower Bounds on the Bayesian Risk via Information Measures

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Mar 24, 2023
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Asymptotically Optimal Generalization Error Bounds for Noisy, Iterative Algorithms

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Feb 28, 2023
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From Generalisation Error to Transportation-cost Inequalities and Back

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Feb 08, 2022
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Robust Generalization via $α$-Mutual Information

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Jan 14, 2020
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Generalization Error Bounds Via Rényi-, $f$-Divergences and Maximal Leakage

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Dec 05, 2019
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A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage

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Mar 05, 2019
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