Upper Bounds on the Generalization Error of Private Algorithms for Discrete Data

DOI10.1109/TIT.2021.3111480zbMath1487.94065arXiv2005.05889MaRDI QIDQ5032582

Germán Bassi, Mikael Skoglund, Borja Rodrígues-Gálvez

Publication date: 17 February 2022

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2005.05889

zbMATH Keywords

upper boundsrelative entropymarginal probability distributionconditional probability distributionalgorithm's output hypothesis

Mathematics Subject Classification ID

Measures of information, entropy (94A17)

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