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Problemy Peredachi Informatsii, 1981, Volume 17, Issue 1, Pages 50–61 (Mi ppi1380)  
This article is cited in 1 scientific paper (total in 1 paper)

Information Theory and Methods of Signal Processing

Error Bounds for the Method of Minimization of Empirical Risk

A. B. Tsybakov
Full-text PDF (644 kB) Citations (1)
Abstract: New nonasymptotic upper bounds are obtained for the probability of deviation of the minimum empirical risk from the minimum average risk in a class of problems that includes signal identification against an additive noise background under conditions of a priori uncertainty, as well as certain other pattern-recognition problems.
Received: 25.12.1979
Bibliographic databases:
Document Type: Article
UDC: 621.391.1:519.27
Language: Russian
Citation: A. B. Tsybakov, “Error Bounds for the Method of Minimization of Empirical Risk”, Probl. Peredachi Inf., 17:1 (1981), 50–61; Problems Inform. Transmission, 17:1 (1981), 33–42
Citation in format AMSBIB
\Bibitem{Tsy81}
\by A.~B.~Tsybakov
\paper Error Bounds for the Method of Minimization of Empirical Risk
\jour Probl. Peredachi Inf.
\yr 1981
\vol 17
\issue 1
\pages 50--61
\mathnet{http://mi.mathnet.ru/ppi1380}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=647424}
\zmath{https://zbmath.org/?q=an:0504.93057|0474.93056}
\transl
\jour Problems Inform. Transmission
\yr 1981
\vol 17
\issue 1
\pages 33--42
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  • https://www.mathnet.ru/eng/ppi1380
  • https://www.mathnet.ru/eng/ppi/v17/i1/p50
    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    		Проблемы передачи информации Problems of Information Transmission
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