Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
A Mathematical Introduction to Compressive Sensing
- S. Foucart, H. Rauhut
- Computer Science
- Applied and Numerical Harmonic Analysis
- 8 August 2013
TLDR
Compressive Sensing
- M. Fornasier, H. Rauhut
- Computer Science
- Handbook of Mathematical Methods in Imaging
- 2015
TLDR
Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation
- Yonina C. Eldar, H. Rauhut
- Computer Science, Mathematics
- IEEE Transactions on Information Theory
- 3 April 2009
TLDR
Sparse Legendre expansions via l1-minimization
- H. Rauhut, Rachel Ward
- Computer Science, Mathematics
- J. Approx. Theory
- 1 May 2012
TLDR
Compressed Sensing and Redundant Dictionaries
- H. Rauhut, K. Schnass, P. Vandergheynst
- Mathematics, Computer Science
- IEEE Transactions on Information Theory
- 4 January 2007
TLDR
Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization
- M. Fornasier, H. Rauhut, Rachel Ward
- Mathematics, Computer Science
- SIAM J. Optim.
- 12 October 2010
TLDR
Continuous Frames, Function Spaces, and the Discretization Problem
- M. Fornasier, H. Rauhut
- Mathematics
- 27 October 2004
A continuous frame is a family of vectors in a Hilbert space which allows reproductions of arbitrary elements by continuous superpositions. Associated to a given continuous frame we construct certain… Expand
Recovery Algorithms for Vector-Valued Data with Joint Sparsity Constraints
- M. Fornasier, H. Rauhut
- Computer Science, Mathematics
- SIAM J. Numer. Anal.
- 4 August 2006
TLDR
Interpolation via weighted $l_1$ minimization
- H. Rauhut, Rachel Ward
- Mathematics
- 3 August 2013
Functions of interest are often smooth and sparse in some sense, and both priors should be taken into account when interpolating sampled data. Classical linear interpolation methods are effective… Expand
Compressive Estimation of Doubly Selective Channels in Multicarrier Systems: Leakage Effects and Sparsity-Enhancing Processing
- G. Tauböck, F. Hlawatsch, Daniel Eiwen, H. Rauhut
- Mathematics, Computer Science
- IEEE Journal of Selected Topics in Signal…
- 16 March 2009
TLDR