and theoretical computer science, McDiarmid's inequality (named after Colin McDiarmid ) is a concentration inequality which bounds the deviation between...
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Doob martingale (redirect from McDiarmid’s Inequality)
prove McDiarmid's inequality. The Doob martingale was introduced by Joseph L. Doob in 1940 to establish concentration inequalities such as McDiarmid's inequality...
6 KB (1,320 words) - 04:47, 1 January 2024
Hoeffding's inequality was proven by Wassily Hoeffding in 1963. Hoeffding's inequality is a special case of the Azuma–Hoeffding inequality and McDiarmid's inequality...
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Chernoff bound (redirect from Chernoff's inequality)
is also used to prove Hoeffding's inequality, Bennett's inequality, and McDiarmid's inequality. The generic Chernoff bound for a random variable X {\displaystyle...
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} In scalar setting, McDiarmid's inequality provides one common way of bounding the differences by applying Azuma's inequality to a Doob martingale....
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supermartingale falls). This general form of Azuma's inequality applied to the Doob martingale gives McDiarmid's inequality which is common in the analysis of randomized...
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thermodynamics. Borell–TIS inequality Gaussian isoperimetric inequality McDiarmid's inequality Talagrand's concentration inequality Asymptotic equipartition...
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by at most b i − a i < C {\displaystyle b_{i}-a_{i}<C} . Hence, McDiarmid's inequality can also be used and it yields a similar bound: Pr [ | S n − E n...
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Kolmogorov's inequality Kunita–Watanabe inequality Le Cam's theorem Lenglart's inequality Marcinkiewicz–Zygmund inequality Markov's inequality McDiarmid's inequality...
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Hoeffding's lemma (category Probabilistic inequalities)
Jensen's inequality. Hoeffding's lemma is itself used in the proof of Hoeffding's inequality as well as the generalization McDiarmid's inequality. Let X...
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at random) McCullagh's parametrization of the Cauchy distributions McDiarmid's inequality McDonald–Kreitman test – statistical genetics McKay's approximation...
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(2020). "A Drift Detection Method Based on Diversity Measure and McDiarmid's Inequality in Data Streams". Green, Pervasive, and Cloud Computing. Lecture...
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finite sample sizes. And unlike bounds based on inequalities such as Hoeffding's and McDiarmid's inequalities, CDF-based bounds use properties of the entire...
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Marcinkiewicz–Zygmund inequality / mnt Markov's inequality / (1:R) McDiarmid's inequality Multidimensional Chebyshev's inequality Paley–Zygmund inequality / (1:R) Pinsker's...
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Income inequality in the UK". UK Parliament. Archived from the original on 10 February 2022. Retrieved 1 July 2023. "Inequality – Income inequality – OECD...
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experiments with entangled photons, establishing the violation of Bell inequalities and pioneering quantum information science" 2021 Syukuro Manabe Shinritsu...
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levels of perceived corruption in the world. It retains visible levels of inequality, having structural disparities between its Māori and European populations...
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climate change affects human health, climate change exacerbates existing inequalities and challenges in managing infectious disease. Reliable access to clean...
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equals the clique number, and can be replaced by the clique number in this inequality. The other direction can be proved directly, but it also follows from...
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broadcast on 10 April 1965 about the protest in the Regatta Hotel "WOMEN and INEQUALITY". The Australian Women's Weekly. Vol. 34, no. 26. Australia. 23 November...
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100) The Equality Act 2010 (Authorities subject to the Socio-economic Inequality Duty) (Scotland) Regulations 2018 (S.S.I. 2018 No. 101) The Criminal Justice...
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sanitation options. There are inequalities in access to water, sanitation and hygiene services.: 11 Such inequalities are for example related to income...
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1007/978-1-84800-986-8_1. ISBN 978-1-84800-985-1. Brown, M. (1980). "Bounds, Inequalities, and Monotonicity Properties for Some Specialized Renewal Processes"...
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from the original on 24 September 2018. Retrieved 24 September 2018. McDiarmid, Jessica (2019). Highway of Tears: A True Story of Racism, Indifference...
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issues of gender inequality. Through lobbying efforts and activism, feminists pushed for legal reforms to address institutional inequalities and provide platforms...
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1016/0012-365X(89)90212-4, MR 0989136. Szekeres, George; Wilf, Herbert S. (1968), "An inequality for the chromatic number of a graph", Journal of Combinatorial Theory...
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age can be caused by "systemic reproduction of historical legacies of inequality", for example as part of "(post)colonial, (post)apartheid, and poverty...
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covertly in "Scots Wha Hae", Scottish patriotism, anticlericalism, class inequalities, gender roles, commentary on the Scottish Kirk of his time, Scottish...
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political poetry thematizes Mexican-American empowerment and addresses inequality. According to critic Adolfo Ortega: "Chicano poetry [was] an aesthetic...
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Richard Askey, mathematician, the Askey–Wilson polynomials and Askey–Gasper inequality are partially named for him Sanjay Asthana, Alzheimer's disease researcher...
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