Please Enter ISBN, Title or Author’s Name
Compare Textbook Prices with Amazon
Compare Textbook Prices with Chegg
Compare Textbook Prices with AbeBooks
Compare Textbook Prices with Vitalsource
Compare Textbook Prices with Valorebooks
and more...

Information Theory: From Coding to Learning | 1 Edition

Compare Textbook Prices for Information Theory: From Coding to Learning 1 Edition ISBN 9781108832908 by Polyanskiy, Yury,Wu, Yihong
Authors: Polyanskiy, Yury,Wu, Yihong
ISBN:1108832903
ISBN-13: 9781108832908
List Price: $89.99 (up to 0% savings)
Prices shown are the lowest from
the top textbook retailers.

View all Prices by Retailer

Details about Information Theory: From Coding to Learning:

This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning, equipping students with a uniquely well-rounded and rigorous foundation for further study. Introduces core topics such as data compression, channel coding, and rate-distortion theory using a unique finite block-length approach. With over 210 end-of-part exercises and numerous examples, students are introduced to contemporary applications in statistics, machine learning and modern communication theory. This textbook presents information-theoretic methods with applications in statistical learning and computer science, such as f-divergences, PAC Bayes and variational principle, Kolmogorov's metric entropy, strong data processing inequalities, and entropic upper bounds for statistical estimation. Accompanied by a solutions manual for instructors, and additional standalone chapters on more specialized topics in information theory, this is the ideal introductory textbook for senior undergraduate and graduate students in electrical engineering, statistics, and computer science.

Need a Computer Science tutor? View profile below:
Meg W.

(0 reviews)
Education: Bellevue WA
Major: ACT English Tutor

I went to Cornell University for a B.S. and Master's in Electrical and Computer Engineering and to UCSD for a PhD in Computer Science (Distributed Systems, Networking). I've tutored in various subjects for years, including test-based tutoring (such as the SAT or GRE or the algebra II final that some school districts require for graduation) as well as general tutoring - help through the course of a year or semester in Algebra, Calculus, Geometry, etc. I have also worked extensively with student ... Read more

I went to Cornell University for a B.S. and Master's in Electrical and Computer Engineering and to UCSD for a PhD in Computer Science (Distributed Systems, Networking). I've tutored in various subjects for years, including test-based tutoring (such as the SAT or GRE or the algebra II final that some school districts require for graduation) as well as general tutoring - help through the course of a year or semester in Algebra, Calculus, Geometry, etc. I have also worked extensively with student ... Read more

Need Computer Science course notes? Start your search below: