Concentration Inequalities 2025 pdf epub mobi 电子书


Concentration Inequalities

简体网页||繁体网页

Concentration Inequalities 2025 pdf epub mobi 电子书 著者简介

Stephane Boucheron, Laboratoire de Probabilites et Modeles Aleatoires, Universite Paris-Diderot,Gabor Lugosi, ICREA Research Professor, Pompeu Fabra University,Pascal Massart, Laboratoire de Mathematiques, Universite Paris Sud and Institut Universitaire de France

Stephane Boucheron is a Professor in the Applied Mathematics and Statistics Department at Universite Paris-Diderot, France.

Gabor Lugosi is ICREA Research Professor in the Department of Economics at the Pompeu Fabra University in Barcelona, Spain.

Pascal Massart is a Professor in the Department of Mathematics at Universite de Paris-Sud, France.


Concentration Inequalities 电子书 图书目录




下载链接1
下载链接2
下载链接3
    


想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

发表于2025-04-10

Concentration Inequalities 2025 pdf epub mobi 电子书

Concentration Inequalities 2025 pdf epub mobi 电子书

Concentration Inequalities 2025 pdf epub mobi 电子书



喜欢 Concentration Inequalities 电子书 的读者还喜欢


Concentration Inequalities 电子书 读后感

评分

评分

评分

评分

评分

类似图书 点击查看全场最低价
出版者:OUP Oxford
作者:Stéphane Boucheron
出品人:
页数:496
译者:
出版时间:2013-2-7
价格:GBP 89.00
装帧:Hardcover
isbn号码:9780199535255
丛书系列:

图书标签: Statistics  数学  learning-theory  concentration_inequality  Probability,  Inequalities,  Concentration-of-Measure,  学术   


Concentration Inequalities 2025 pdf epub mobi 电子书 图书描述

Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Roughly speaking, if a function of many independent random variables does not depend too much on any of the variables then it is concentrated in the sense that with high probability, it is close to its expected value. This book offers a host of inequalities to illustrate this rich theory in an accessible way by covering the key developments and applications in the field. The authors describe the interplay between the probabilistic structure (independence) and a variety of tools ranging from functional inequalities to transportation arguments to information theory. Applications to the study of empirical processes, random projections, random matrix theory, and threshold phenomena are also presented. A self-contained introduction to concentration inequalities, it includes a survey of concentration of sums of independent random variables, variance bounds, the entropy method, and the transportation method. Deep connections with isoperimetric problems are revealed whilst special attention is paid to applications to the supremum of empirical processes. Written by leading experts in the field and containing extensive exercise sections this book will be an invaluable resource for researchers and graduate students in mathematics, theoretical computer science, and engineering.

Concentration Inequalities 2025 pdf epub mobi 电子书

Concentration Inequalities 2025 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

Concentration Inequalities 2025 pdf epub mobi 用户评价

评分

其实这个书挺好的, 当reference book算是非常好的 (虽然有些应该出现在正文的被relegate到习题里了, 比如generic chaining), 不过字体是palantino吧, 看着真是不舒服...

评分

其实这个书挺好的, 当reference book算是非常好的 (虽然有些应该出现在正文的被relegate到习题里了, 比如generic chaining), 不过字体是palantino吧, 看着真是不舒服...

评分

其实这个书挺好的, 当reference book算是非常好的 (虽然有些应该出现在正文的被relegate到习题里了, 比如generic chaining), 不过字体是palantino吧, 看着真是不舒服...

评分

其实这个书挺好的, 当reference book算是非常好的 (虽然有些应该出现在正文的被relegate到习题里了, 比如generic chaining), 不过字体是palantino吧, 看着真是不舒服...

评分

其实这个书挺好的, 当reference book算是非常好的 (虽然有些应该出现在正文的被relegate到习题里了, 比如generic chaining), 不过字体是palantino吧, 看着真是不舒服...

Concentration Inequalities 2025 pdf epub mobi 电子书


分享链接









相关图书




本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度google,bing,sogou

友情链接

© 2025 onlinetoolsland.com All Rights Reserved. 本本书屋 版权所有