Holger Rauhut

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Citations	8851	4968
h-index	38	30
i10-index	60	52

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Massimo FornasierProfessor of Applied Numerical Analysis, Technical University of MunichVerified email at ma.tum.de
Simon FoucartProfessor of Mathematics, Texas A&M UniversityVerified email at tamu.edu
Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Karin SchnassResearcher, University of InnsbruckVerified email at uibk.ac.at
Rachel WardUT AustinVerified email at math.utexas.edu
Rémi GribonvalInria & ENS de LyonVerified email at ens-lyon.fr
Felix KrahmerAssistant Professor for Optimization and Data Analysis, Technische Universität MünchenVerified email at ma.tum.de
Gitta KutyniokBavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU MunichVerified email at math.lmu.de
Georg TauböckAcoustic Research Institute, Austrian Academy of SciencesVerified email at oeaw.ac.at
Franz HlawatschInstitute of Telecommunications, TU WienVerified email at tuwien.ac.at
Götz E. PfanderJacobs UniversityVerified email at jacobs-university.de
Tino UllrichProfessor, Faculty of Mathematics, TU ChemnitzVerified email at mathematik.tu-chemnitz.de
Yonina EldarMath and Computer Science, WeizmannVerified email at weizmann.ac.il
Joel A. TroppSteele Family Professor of Applied & Computational Mathematics, CaltechVerified email at caltech.edu
Petros BoufounosMitsubishi Electric Research LaboratoriesVerified email at merl.com
Richard KuengJohannes Kepler University Linz, AustriaVerified email at jku.at
Jean-Luc BouchotBeijing Institute of TechnologyVerified email at bit.edu.cn
Guillaume LecuéProfessor - ENSAE - CRESTVerified email at ensae.fr
Steidl, GabrieleVerified email at mathematik.uni-kl.de
Jared TannerProfessor of Mathematics of Information, University of OxfordVerified email at maths.ox.ac.uk

Holger Rauhut

Professor for Mathematics, RWTH Aachen University

Verified email at mathc.rwth-aachen.de - Homepage

applied harmonic analysis compressive sensing deep learning signal and image processing random matrices


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A mathematical introduction to compressive sensing S Foucart, H Rauhut Birkhäuser, New York, NY, 2013	2319*	2013
Compressed sensing and redundant dictionaries H Rauhut, K Schnass, P Vandergheynst IEEE Transactions on Information Theory 54 (5), 2210-2219, 2008	651	2008
Compressive sensing and structured random matrices H Rauhut Theoretical foundations and numerical methods for sparse recovery 9, 1-92, 2010	600	2010
Compressive Sensing. M Fornasier, H Rauhut Handbook of mathematical methods in imaging 1, 187-229, 2015	326	2015
Average case analysis of multichannel sparse recovery using convex relaxation YC Eldar, H Rauhut IEEE Transactions on Information Theory 56 (1), 505-519, 2009	323	2009
Compressive estimation of doubly selective channels in multicarrier systems: Leakage effects and sparsity-enhancing processing G Taubock, F Hlawatsch, D Eiwen, H Rauhut IEEE Journal of selected topics in signal processing 4 (2), 255-271, 2010	276	2010
Recovery algorithms for vector-valued data with joint sparsity constraints M Fornasier, H Rauhut SIAM Journal on Numerical Analysis 46 (2), 577-613, 2008	251	2008
Iterative thresholding algorithms M Fornasier, H Rauhut Applied and Computational Harmonic Analysis 25 (2), 187-208, 2008	224	2008
Restricted isometries for partial random circulant matrices H Rauhut, J Romberg, JA Tropp Applied and Computational Harmonic Analysis 32 (2), 242-254, 2012	216	2012
Suprema of chaos processes and the restricted isometry property F Krahmer, S Mendelson, H Rauhut Communications on Pure and Applied Mathematics 67 (11), 1877-1904, 2014	211	2014
Random sampling of sparse trigonometric polynomials, ii. orthogonal matching pursuit versus basis pursuit S Kunis, H Rauhut Foundations of Computational Mathematics 8 (6), 737-763, 2008	201	2008
Atoms of all channels, unite! Average case analysis of multi-channel sparse recovery using greedy algorithms R Gribonval, H Rauhut, K Schnass, P Vandergheynst Journal of Fourier analysis and Applications 14 (5-6), 655-687, 2008	199	2008
Low-rank matrix recovery via iteratively reweighted least squares minimization M Fornasier, H Rauhut, R Ward SIAM Journal on Optimization 21 (4), 1614-1640, 2011	197	2011
Sparse Legendre expansions via ℓ1-minimization H Rauhut, R Ward Journal of approximation theory 164 (5), 517-533, 2012	193	2012
Circulant and Toeplitz matrices in compressed sensing H Rauhut arXiv preprint arXiv:0902.4394, 2009	168	2009
Continuous frames, function spaces, and the discretization problem M Fornasier, H Rauhut Journal of Fourier Analysis and Applications 11 (3), 245-287, 2005	162	2005
Random sampling of sparse trigonometric polynomials H Rauhut Applied and Computational Harmonic Analysis 22 (1), 16-42, 2007	146	2007
Low rank matrix recovery from rank one measurements R Kueng, H Rauhut, U Terstiege Applied and Computational Harmonic Analysis 42 (1), 88-116, 2017	133	2017
The Gelfand widths of ℓp-balls for 0< p≤ 1 S Foucart, A Pajor, H Rauhut, T Ullrich Journal of Complexity 26 (6), 629-640, 2010	131	2010
Stability results for random sampling of sparse trigonometric polynomials H Rauhut IEEE Transactions on Information theory 54 (12), 5661-5670, 2008	122	2008

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