-5% disc. web exclusive
Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis
-5% disc. 66,00€
62,70€
Save 3,30€
Shipping
Free
- Publisher CAMBRIDGE U.P
- ISBN13 9781107154889
- ISBN10 110715488X
- Pages 484
- Published 2005
- Language English
-5% disc. web exclusive
Probability and Computing: Randomization and Probabilistic Techniques in Algorithms and Data Analysis
Shipping
Free
-5% disc. 66,00€
62,70€
Save 3,30€
New! Buy now and pay in 3 installments.
Not available online, but our booksellers can check its availability to give you an estimate of when we could have it ready for you.
Thank you for shopping at real bookstores.
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.
- Publisher CAMBRIDGE U.P
- ISBN13 9781107154889
- ISBN10 110715488X
- Pages 484
- Published 2005
- Language English