02235oam 2200565 450 991014010190332120221206172442.010000361432-8218-5144-8(CKB)2560000000352060(SSID)ssj0001537353(PQKBManifestationID)11887036(PQKBTitleCode)TC0001537353(PQKBWorkID)11519573(PQKB)10820243(WaSeSS)IndRDA00044597(FrMaCLE)OB-ksp-259(oapen)https://directory.doabooks.org/handle/20.500.12854/85565(PPN)182830063(EXLCZ)99256000000035206020160829d2013 uy |gerur|||||||||||txtccrFarbe - Macht - körper kritische weissseinsforschung in der europäischen kunstgeschichte /Anna GreveKarlsruheKIT Scientific Publishing2013Karlsruhe :KIT Scientific Publishing,20131 online resource (330 pages) illustrationsKIT Scientific PublishingBibliographic Level Mode of Issuance: MonographIncludes bibliographical references.From the 16th century to the 18th century skin colours have been stereotyped and stylised as essential characteristics of race. Colour is of vital importance for artistic constructions of the body. This publication examines to what extent art has prepared the racist discourse by visual means and thus exercises structural violence. It is shown that the materialisation of imaginary images contributes to the construction of difference in artworks.Visual ArtsHILCCArt, Architecture & Applied ArtsHILCCVisual Arts - GeneralHILCCHautfarbeRassismusWeißseinforschungVisual ArtsArt, Architecture & Applied ArtsVisual Arts - GeneralGreve Anna985435PQKBUkMaJRUBOOK9910140101903321Farbe - Macht - körper2252496UNINA03673nam 22005655 450 991103931730332120251106115922.09783032031617(electronic bk.)978303203160010.1007/978-3-032-03161-7(MiAaPQ)EBC32394213(Au-PeEL)EBL32394213(CKB)42027259700041(DE-He213)978-3-032-03161-7(EXLCZ)994202725970004120251106d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBig Data Analysis High Dimensional Probability, Statistics, Optimization, and Inference /by Junwei Lu1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (266 pages)Mathematics and Statistics SeriesPrint version: Lu, Junwei Big Data Analysis Cham : Springer,c2025 9783032031600 Part I Foundations of Big Data Analysis -- Chapter 1 Introduction -- Chapter 2 Preliminaries in Probability -- Chapter 3 Preliminaries in Linear Algebra -- Part II High-Dimensional Probability -- Chapter 4 Concentration Inequalities -- Chapter 5 Sub-Exponential Random Variables -- Chapter 6 Maximal Inequality -- Part III High-Dimensional Statistics -- Chapter 7 Ordinary Least Squares -- Chapter 8 Compressive Sensing -- Chapter 9 Restricted Isometry Property -- Chapter 10 Statistical Properties of Lasso -- Chapter 11 Variations of Lasso -- Part IV High-Dimensional Optimization -- Chapter 12 Convexity and Subgradient -- Chapter 13 Gradient Descent -- Chapter 14 Proximal Gradient Descent -- Chapter 15 Mirror Descent and Nesterov’s Smoothing -- Chapter 16 Duality and ADMM -- Part V High-Dimensional Inference -- Chapter 17 High Dimensional Inference -- Chapter 18 Debiased Lasso -- Chapter 19 Multiple Hypotheses -- Chapter 20 False Discovery Rate -- Chapter 21 Knock-Off -- References.This book covers the methods and theory of high dimensional probability, statistics, large-scale optimization, and inference. We aim to quickly bring readers to the frontier and interdisciplinary areas of statistics, optimization, probability, and machine learning. This book covers topics in: High dimensional probability, Concentration inequality, Sub-Gaussian random variables, Chernoff bounds, Hoeffding's inequality, Maximal inequalities, High dimensional linear regression, Ordinary least square, Compressed sensing, Lasso, Variations of Lasso including group lasso, fused lasso, adaptive lasso, etc., General high dimensional M- estimators, Variable selection consistency, High dimensional Optimization, Convex geometry, Lagrange duality, Gradient descent, Proximal gradient descent, LARS, ADMM, Mirror descent, Stochastic optimization, Large-Scale Inference, Linear model hypothesis testing, high dimensional inference, Chi-square test, maximal test, and Higher criticism, False discovery rate control.Mathematics and Statistics SeriesBig dataStatisticsProbabilitiesBig DataStatisticsApplied ProbabilityBig data.Statistics.Probabilities.Big Data.Statistics.Applied Probability.005.7Lu Junwei1697233MiAaPQMiAaPQMiAaPQ9911039317303321Big Data Analysis4454494UNINA