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A Discipline Independent Definition of Information (Robert M. Losee)

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A Discipline Independent Definition of Information (Robert M. Losee)

A Discipline Independent Definition of Information (Robert M. Losee)

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Information Theory in Computer Science

Information Theory in Computer Science

This note explains the following topics: Shearer's Lemma, Entropy, Relative Entropy, Hypothesis testing, total variation distance and Pinsker's lemma, Stability in Shearer's Lemma, Communication Complexity, Set Disjointness, Direct Sum in Communication Complexity and Internal Information Complexity, Data Structure Lower Bounds via Communication Complexity, Algorithmic Lovasz Local Lemma, Parallel Repetition Theorem, Graph Entropy and Sorting.

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Information Theory, Inference, and Learning Algorithms (David J.C. MacKay)

Information Theory, Inference, and Learning Algorithms (David J.C. MacKay)

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