Rüdiger Urbanke

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Professor
PhD (Washington University, 1995)

rudiger.urbanke@epfl.ch +41 21 69 37692 http://ipg.epfl.ch

Web site: http://ssc.epfl.ch
Unit: SSC-ENS

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

Web site: http://sin.epfl.ch
Unit: SIN-ENS

Unit: EDIC-ENS

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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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


Machine learning

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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