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Cambridge University Press Cambridge Analytic Information Theory - Compression & Learning

Amazon

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£97.00 £92.59 £93.55 £94.51 £95.48 £96.44 £97.40 25 July 2026 29 July 2026 02 August 2026 06 August 2026 11 August 2026
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Description

Explore the mathematical foundations of communication and data processing with Analytic Information Theory: From Compression to Learning by Cambridge University Press. This academic text provides a precise framework for modeling and analyzing communication and compression problems through algorithmic transformation. Designed for students and researchers, the book examines data compression and redundancy within existing methods. It covers central topics in theoretical data compression and demonstrates how to apply tools from analytic combinatorics to analyze the behavior of source codes. By viewing learning as compression with side information, this work offers a deep look into how to present better learnable or extractable information.

Key Features

This Cambridge University Press book provides a precise model for analyzing communication and compression problems.

The text explores how information can be transformed through the use of specific algorithms.

Readers can learn to view the process of learning as compression with side information.

The content addresses data compression and redundancy within existing methods for researchers and students.

Use tools from analytic combinatorics to discover and analyze the behavior of source codes.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
07 September 2023
Listed Since
07 March 2023

Barcode

No barcode data available

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