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Information theory : from coding to learning / Yury Polyanskiy, Massachusetts Institute of Technology, Yihong Wu, Yale University, Connecticut.
- Format:
- Book
- Author/Creator:
- Polyanskiy, Yury, 1982- author.
- Wu, Yihong, 1984- author.
- Language:
- English
- Subjects (All):
- Information theory--Textbooks.
- Information theory.
- Physical Description:
- xxiv, 724 pages : illustrations ; 26 cm
- Place of Publication:
- Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2025.
- Summary:
- "This enthusiastic introduction to the fundamentals of information theory builds from classical Shannon theory through to modern applications in statistical learning. Includes over 210 student exercises, emphasising practical applications in statistics, machine learning and modern communication theory. Accompanied by online instructor solutions"-- Provided by publisher.
- Notes:
- Includes bibliographical references and index.
- ISBN:
- 9781108832908
- 1108832903
- OCLC:
- 1440045614
- Publisher Number:
- 90101709815
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