Hoeffding and Bernstein Inequalities for U-statistics without Replacement

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F22%3A00359633" target="_blank" >RIV/68407700:21230/22:00359633 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1016/j.spl.2022.109528" target="_blank" >https://doi.org/10.1016/j.spl.2022.109528</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.spl.2022.109528" target="_blank" >10.1016/j.spl.2022.109528</a>

Result language
angličtina
Original language name
Hoeffding and Bernstein Inequalities for U-statistics without Replacement
Original language description
Concentration inequalities quantify random fluctuations of functions of random variables, typically by bounding the probability that such a function differs from its expected value by more than a certain amount. In this paper, we extend Hoeffding’s inequality and Bernstein’s inequality for U-statistics to the setting of sampling without replacement from a finite population.
Czech name
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Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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