Prof. Dr. Holger Rauhut

Holger Rauhut


  • Call for several doctoral and postdoc positions in the areas of mathematical foundations of compressive sensing and deep learning
  • Workshop Mathematics of Data Science, Hausdorff Institute for Mathematics Bonn, April 27 - May 1, 2020 (Moved to April 25 - 29, 2020), Organizers: Massimo Fornasier, Mauro Maggioni, Holger Rauhut
  • Research Interests

    Mathematical Foundations of Machine Learning, Mathematics of Signal Processing, Deep Learning, Compressive Sensing, Random Matrices, Applied Harmonic Analysis, Continuous Optimization, Approximation Theory


  • Since March 2013: Professor (W3) for Mathematics, Head of Chair for Mathematics of Information Processing (previously Chair C for Mathematics (Analysis)), RWTH Aachen University
  • Since 2018: Member of the Senate, RWTH Aachen University
  • 2016-2018: Spokesperson of the Department of Mathematics, Faculty for Mathematics, Computer Science and Natural Sciences, RWTH Aachen University
  • 2008-2013: Professor (W2, Bonn Junior Fellow) for Mathematics, Hausdorff Center for Mathematics, University of Bonn
  • 2005-2008: PostDoc, Numerical Harmonic Analysis Group (NuHAG), University of Vienna
  • 2005-2008: PostDoc, University of Wroclaw
  • 2002-2004: Doctoral studies, Faculty of Mathematics, Technical University of Munich
  • 2000: Studies of Mathematics, National University of Singapore
  • 1996-2001: Studies of Mathematics, Technical University of Munich
  • Editorial Board Memberships

  • SIAM Journal on Mathematics of Data Science, since 2021
  • Journal of Fourier Analysis and Applications, since 2018
  • Advances in Computational Mathematics, since 2018
  • Applied and Computational Harmonic Analysis, since 2017
  • Frontiers in Applied Mathematics and Statistics, Section on Mathematics of Computation and Data Science, since 2016
  • IEEE Transactions on Information Theory, 2016-2020
  • Constructive Approximation, since 2015
  • Linear Algebra and Its Applications, 2014-2020
  • Acta Applicandae Mathematicae, since 2010
  • Contact Options and Office Hours

    Office: Room 213, Pontdriesch 10

    Phone: +49 241 80-94552

    Phone: (secr.)

    Fax: +49 241 80-92390


    Office Hours:
    By arrangement. Please write an email.

    Postal Address

    RWTH Aachen University

    Chair for Mathematics of Information Processing

    Attn: Prof. Dr. Holger Rauhut

    Pontdriesch 10

    52062 Aachen


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