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.
EDIC
Teachers: Michael Gastpar
Language: En
Academic term:
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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?
IN
Teachers: Michael Gastpar
Language: En
Academic term: Bachelor semestre 2
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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 introductory ML course. In particular we discuss fundamental ideas and techniques that come from probability, information theory as well as signal processing.
IN, IN, IN
Teachers: Michael Gastpar
Language: En
Academic term: Master semestre 1, Semestre automne,