A remark about a learning risk lower bound

DOI10.1080/03610926.2022.2076114OpenAlexW4281773865MaRDI QIDQ6067523

Unnamed Author, Nicolas Wicker, Yiqi Lin

Publication date: 17 November 2023

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2022.2076114

zbMATH Keywords

statistical learning theoryVapnik-Chervonenkis dimensionrisk boundVC

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Distribution inequalities for the binomial law
• Exact lower bounds for the agnostic probably-approximately-correct (PAC) machine learning model
• Neural Network Learning

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