Michael Mitzenmacher – författare
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2 produkter
2 produkter
Inbunden, Engelska, 2017
710 kr
Skickas inom 7-10 vardagar
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.
Del 8305 - Lecture Notes in Computer Science
Algorithms and Models for the Web Graph
10th International Workshop, WAW 2013, Cambridge, MA, USA, December 14-15, 2013, Proceedings
Häftad, Engelska, 2013
542 kr
Skickas inom 10-15 vardagar
They address topics related to graph-theoretic and algorithmic aspects of related complex networks, including citation networks, social networks, biological networks, molecular networks and other networks arising from the Internet.