Simultaneous Private Learning of Multiple Concepts

DOI10.1145/2840728.2840747zbMath1334.68179arXiv1511.08552OpenAlexW3102341936WikidataQ59379606 ScholiaQ59379606MaRDI QIDQ2800585

Mark Bun, Kobbi Nissim, Uri Stemmer

Publication date: 15 April 2016

Published in: Proceedings of the 2016 ACM Conference on Innovations in Theoretical Computer Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1511.08552

zbMATH Keywords

PAC learningagnostic learningdifferential privacydirect-sum

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Cryptography (94A60) Computational difficulty of problems (lower bounds, completeness, difficulty of approximation, etc.) (68Q17)

Related Items (7)

Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds ⋮ Unnamed Item ⋮ Differentially Private Learning of Geometric Concepts ⋮ Learning privately with labeled and unlabeled examples ⋮ Differential Privacy on Finite Computers ⋮ Unnamed Item ⋮ The Complexity of Differential Privacy

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