Rüdiger Urbanke

EPFL IC IINFCOM LTHC
INR 116 (Bâtiment INR)
Station 14
CH-1015 Lausanne

EPFL E E-EBM CDS

Web site: http://cds.epfl.ch/
Unit: CDS

Administrative data

Fields of expertise

coding, communications, information theory, graphical models, methods of statistical physics applied to problems in communications and computer science

Publications

Teaching & PhD

Teaching

  • Communication Systems,
  • Computer Science

PhD Programs

  • Doctoral program in computer and communication sciences

PhD Students

Courses

Information theory and signal processing

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MINEUR, 2018-2019, Autumn semester, language : english
Section of Communication Systems, 2018-2019, Master semester 1, language : english
Section of Communication Systems, 2018-2019, Master semester 3, language : english
Section of Digital Humanities, 2018-2019, Master semester 1, language : english
Section of Digital Humanities, 2018-2019, Master semester 3, language : english
Section of Mathematics, 2018-2019, Master semester 1, language : english
Section of Mathematics, 2018-2019, Master semester 3, language : english

Learning theory

Machine learning and data analysis are becoming increasingly central in many sciences and applications. This course concentrates on the theoretical underpinnings of machine learning. goto

Section of Communication Systems, 2018-2019, Master semester 2, language : english
Section of Communication Systems, 2018-2019, Master semester 4, language : english
Section of Computer Science, 2018-2019, Master semester 2, language : english

Machine learning

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Doctoral Program in Electrical Engineering, 2018-2019, language : english
Doctoral program in computer and communication sciences, 2018-2019, language : english
Financial Engineering Section, 2018-2019, Master semester 1, language : english
Financial Engineering Section, 2018-2019, Master semester 3, language : english
MINEUR, 2018-2019, Autumn semester, language : english
Management of Technology and Entrepreneurship, 2018-2019, Master semester 1, language : english
Management of Technology and Entrepreneurship, 2018-2019, Master semester 3, language : english
Section of Communication Systems, 2018-2019, Master semester 1, language : english
Section of Communication Systems, 2018-2019, Master semester 3, language : english
Section of Computer Science, 2018-2019, Master semester 1, language : english
Section of Computer Science, 2018-2019, Master semester 3, language : english
Section of Digital Humanities, 2018-2019, Master semester 1, language : english
Section of Digital Humanities, 2018-2019, Master semester 3, language : english
Section of Electrical and Electronical Engineering, 2018-2019, Master semester 1, language : english
Section of Electrical and Electronical Engineering, 2018-2019, Master semester 3, language : english
Section of Life Sciences Engineering, 2018-2019, Master semester 1, language : english
Section of Life Sciences Engineering, 2018-2019, Master semester 3, language : english
Section of Mathematics, 2018-2019, Master semester 1, language : english
Section of Mathematics, 2018-2019, Master semester 3, language : english

Statistical Physics for Communication and Computer Science

The course introduces the student to notions of statistical physics which have found applications in communications and computer science. We focus on graphical models with the emergence of phase transitions, and their relation to the behavior of efficient... goto

Doctoral program in computer and communication sciences, 2018-2019, language : english