Details
Title
Esposito, Amedeo Roberto
Sciper ID
284987
Affiliated labs
LINX
Publications
From Generalisation Error to Transportation-cost Inequalities and Back
Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage
Learning and Adaptive Data Analysis via Maximal Leakage
Lower-bounds on the Bayesian Risk in Estimation Procedures via f–Divergences
Lower-bounds on the Bayesian Risk in estimation procedures via Sibson's alpha-Mutual Information
On Sibson’s α-Mutual Information
On conditional Sibson's alpha-Mutual Information
Robust Generalization via $\alpha$-Mutual Information
Robust Generalization via f−Mutual Information
Strengthened Information-theoretic Bounds on the Generalization Error
Generalization Error Bounds Via Rényi-, f-Divergences and Maximal Leakage
Learning and Adaptive Data Analysis via Maximal Leakage
Lower-bounds on the Bayesian Risk in Estimation Procedures via f–Divergences
Lower-bounds on the Bayesian Risk in estimation procedures via Sibson's alpha-Mutual Information
On Sibson’s α-Mutual Information
On conditional Sibson's alpha-Mutual Information
Robust Generalization via $\alpha$-Mutual Information
Robust Generalization via f−Mutual Information
Strengthened Information-theoretic Bounds on the Generalization Error
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