2019-2020
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Advanced Topics in Information Theory
The class will focus on information-theoretic progress of the last decade. Topics include: Network Information Theory ; Information Measures: definitions, properties, and applications to probabilistic models.
Teachers: Michael Gastpar
Language: En
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Advanced information, computation, communication II
Text, sound, and images are examples of information sources stored in our computers and/or communicated over the Internet. How do we measure, compress, and protect the informatin they contain?
Teachers: Michael Gastpar
Language: En
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Foundations of Data Science
We discuss a set of topics that are important for the understanding of modern data science but that are typically not taught in an introduction ML course. In particular we discuss fundamentals ideas and techniques that come from probability, information theory as well as signal processing.
Teachers: Michael Gastpar
Language: En