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What is Information Theory Lecture Notes about?
1. This document discusses key concepts in information theory including entropy, relative entropy, mutual information, and their properties and relationships. 2. Entropy quantifies the average number of bits needed to describe a random variable and satisfies certain properties like being always non-negative. Conditional entropy and joint entropy are also introduced. 3. Relative entropy measures the inefficiency of assuming one distribution when the true distribution is different, and relates to the pena
- Author
- chinita279
- Language
- EN