Private Hypothesis Selection

DOI10.1109/TIT.2021.3049802zbMath1473.62156arXiv1905.13229OpenAlexW3119742123MaRDI QIDQ5001497

Zhiwei Steven Wu, Thomas Steinke, Gautam Kamath, Mark Bun

Publication date: 22 July 2021

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

Full work available at URL: https://arxiv.org/abs/1905.13229

zbMATH Keywords

sample complexityhypothesis selectionapplication to private distribution-free PAC learningdifferentially private algorithm

Mathematics Subject Classification ID

Nonparametric estimation (62G05) Convergence of probability measures (60B10) Nonparametric inference (62G99)

Related Items (1)

On robustness and local differential privacy

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