PAC-Bayesian inequalities of some random variables sequences

DOI10.1186/s13660-015-0768-3zbMath1334.60095OpenAlexW2119240219WikidataQ59434587 ScholiaQ59434587MaRDI QIDQ260232

Shanshan Chen, Zhen Wang, Wenfei Xu, Yu Miao, Lu-Ming Shen

Publication date: 21 March 2016

Published in: Journal of Inequalities and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1186/s13660-015-0768-3

zbMATH Keywords

martingalesconditionally symmetric random variablesPAC-Bayesian inequalities

Mathematics Subject Classification ID

Inequalities; stochastic orderings (60E15) Martingales with discrete parameter (60G42) Sums of independent random variables; random walks (60G50) Stochastic processes (60G99)

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Cites Work

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• Upper bounds for the \(L_ p\)-norms of martingales
• A general class of exponential inequalities for martingales and ratios
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