On the method of bounded differences
WebWe present a generalization of Ho-effding’s inequality, and the related bounded difference inequality of McDiarmid [7]. We also state the corresponding uniform inequality. As an application, we consider estimation in the autoregression model. Keywords Empirical Process Important Special Case Orlicz Function Dependent Random Variable Web[18] Kutin, S. (2002) Extensions to McDiarmid's inequality when differences are bounded with high probability. Technical Report TR-2002-04, University of Chicago.Google Scholar [19] [19] Mahdian, M. (2000) The strong chromatic index of C 4-free graphs. ... [29] Warnke, L. (2016) On the method of typical bounded differences. Combin.
On the method of bounded differences
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Web1 de nov. de 2015 · Extensions to McDiarmid's inequality when differences are bounded with high probability. Tech. Report TR-2002-04. University of Chicago (2002) Google Scholar [16] C. McDiarmid. On the method of bounded differences. Surveys in combinatorics, 1989, London Math. Soc. Lecture Note Ser., vol. 141, Norwich, 1989, … Web13 de abr. de 2024 · The selection of a pharmaceutical e-commerce platform is a typical multi-attribute group decision-making (MAGDM) problem. MAGDM is a common problem in the field of decision-making, which is full of uncertainty and fuzziness. A probabilistic hesitant fuzzy multi-attribute group decision-making method based on generalized …
Web15 de mar. de 2024 · The interest in the “behavioral” approach in the context of behavioral sciences has increased in recent years in many disciplines. Following this trend, the psychological and sociological aspects of decision-making, for example, the concepts of habitual behavior, loss aversion, cognitive biases, heuristics, and social norms are being … Web19 de out. de 2009 · The Method of Bounded Variances (Chapter 8) - Concentration of Measure for the Analysis of Randomized Algorithms Home > Books > Concentration of Measure for the Analysis of Randomized Algorithms > The Method of Bounded Variances 8 - The Method of Bounded Variances Published online by Cambridge University …
WebW. Hoeffding: Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association 58 (1963), 13–30. CrossRef MathSciNet MATH Google …
WebTo monitor this performance, we apply some probability inequalities that assume only independent, univariate and bounded random variables to obtain theoretical guarantees for the detection of such distributional changes. Some common restrictions for the online change detection as well as relevant types of change (abrupt and gradual) are considered.
Web23 de nov. de 2024 · Our main result yields concentration inequalities for several sums of dependent random variables such as sums of martingale difference sequences, sums of k -wise independent random variables, as well as for sums of arbitrary [0, 1]-valued random variables. Download to read the full article text References Alon, N., Spencer, J.: ontario senior care at homeWebIn this paper we develop a variant of the bounded differences inequality which can be used to establish concentration of functions f (X) where (i) the typical changes are small … ionic bonding animated gifWeb作者:. C Mcdiarmid. 摘要:. CiteSeerX - Scientific documents that cite the following paper: On the method of bounded differences. 出版时间:. 1989/08/03. ISBN:. … ontario senior homeowners tax creditWebOn the method of bounded differences. In Surveys in Combinatorics, pages 148–188. Cambridge University Press, Cambridge, 1989. • N. Alon and J. H. Spencer, The … ontario senior home safety tax credithttp://tcs.nju.edu.cn/wiki/index.php/%E9%9A%8F%E6%9C%BA%E7%AE%97%E6%B3%95_(Fall_2011)/The_Method_of_Bounded_Differences ontario senior property tax creditWebCombining this construction with Azuma's inequality, we can get a very powerful theorem called "the method of averaged bounded differences" which bounds the concentration … ontario senior home tax creditWebWe derive an extension of McDiarmid’s inequality for functions f with bounded differences on a high probability set Y (instead of almost surely). The behavior of ... On the method of bounded differences, Surveys in Combinatorics 141 (1989), 148–188. [8] , Concentration, Probabilistic Methods for Algorithmic Discrete Mathematics 16 (1998), ontario seniors home safety tax credit 2022