University of Siena - Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche
dal 15 al 19 Settembre
1. Information Theory in a nutshell.
Entropy as a measure of information.
Main properties of Entropy.
Conditional Entropy and mutual information.
2. The method of types
The law of large numbers.
3. IT and large deviation Theory
Conditional Limit theorem.
4. IT and Hypothesis testing
5. Application to adversarial signal processing
The Source identification game with known sources.
Source identification with training data.
Distributed hypothesis testing in adversarial setup.