Elements of Information Theory

Elements of Information Theory: Entropy, Relative Entropy, and Mutual Information, Asymptotic Equipartition Property, Entropy Rates of a Stochastic Process, Data Compression, Differential Entropy, Gaussian Channel, Rate Distortion Theory, Information Theory and Statistics, Maximum Entropy, Universal Source Coding, Kolmogorov Complexity, Network Information Theory, Information Theory and Portfolio Theory, Inequalities in Information Theory
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