Learners that Use Little Information

zbMath1405.68148arXiv1710.05233MaRDI QIDQ4617590

Amir Yehudayoff, Shay Moran, Raef Bassily, Ido Nachum, Jonathan Shafer

Publication date: 6 February 2019

Full work available at URL: https://arxiv.org/abs/1710.05233

zbMATH Keywords

compressioninformation theoryPAC learningdifferential privacyOccam's razorPAC-Bayessample compression scheme

Mathematics Subject Classification ID

Computational learning theory (68Q32) Coding and information theory (compaction, compression, models of communication, encoding schemes, etc.) (aspects in computer science) (68P30)

Related Items (3)

Unnamed Item ⋮ User-friendly Introduction to PAC-Bayes Bounds ⋮ The role of mutual information in variational classifiers

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