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- Дата: 25-03-2021, 16:21
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Автор: Miguel R. D. Rodrigues, Yonina C. Eldar
Издательство: Cambridge University Press
Год: 2021
Страниц: 561
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions throughout, it shows how information-theoretic methods are being used in data acquisition, data representation, data analysis, and statistics and machine learning. Coverage is broad, with chapters on signal acquisition, data compression, compressive sensing, data communication, representation learning, emerging topics in statistics, and much more.