Elements of Information Theory

Wiley Series in Telecommunications and Signal Processing
Book • 1991
This classic textbook provides a clear and rigorous introduction to information theory, blending mathematics, physics, statistics, and core concepts like entropy, data compression, channel capacity, rate distortion theory, network information theory, and hypothesis testing.

The second edition maintains thought-provoking instruction with updated problem sets, telegraphic chapter summaries, and historical notes, making it ideal for students and researchers seeking a deep understanding of the subject.

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Tom Mitchell
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Tom Dietterich
in relation to Cover's information theory course and its influence on ML foundations.
The Chaotic Evolution of the Field with Tom Dietterich

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