Probability and Computing (Hardcover)
 
作者: Michael Mitzenmacher 
分類: Probability & statistics ,
Algorithms & data structures  
書城編號: 1600181


售價: $700.00

購買後立即進貨, 約需 18-25 天

 
 
出版社: Cambridge University Press
出版日期: 2017/07/03
尺寸: 260x182x25mm
重量: 1150 grams
ISBN: 9781107154889

商品簡介
Greatly expanded, this new edition requires only an elementary background in discrete mathematics and offers a comprehensive introduction to the role of randomization and probabilistic techniques in modern computer science. Newly added chapters and sections cover topics including normal distributions, sample complexity, VC dimension, Rademacher complexity, power laws and related distributions, cuckoo hashing, and the Lovasz Local Lemma. Material relevant to machine learning and big data analysis enables students to learn modern techniques and applications. Among the many new exercises and examples are programming-related exercises that provide students with excellent training in solving relevant problems. This book provides an indispensable teaching tool to accompany a one- or two-semester course for advanced undergraduate students in computer science and applied mathematics.
Michael Mitzenmacher 作者作品表

Probability and Computing (Hardcover)

Probability and Computing (Hardcover)

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