High-Dimensional Probability: An Introduction with Applications in Data Science 豆 9.4分

资源最后更新于 2020-09-05 22:00:25

作者：Roman Vershynin

出版社：Cambridge University Press

出版日期：2018-01

ISBN：9781108415194

文件格式： pdf

标签： 数学 Statistics 统计学 概率论 DataScience Machine_Learning 统计 statistics

简介· · · · · ·

High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in high dimensions. Drawing on ideas from probability, analysis, and geometry, it lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the f...