Holger Rauhut
According to our database1,
Holger Rauhut
authored at least 55 papers
between 2005 and 2019.
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Bibliography
2019
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers.
CoRR, 2019
On the geometry of polytopes generated by heavy-tailed random vectors.
CoRR, 2019
2018
On the Gap Between Restricted Isometry Properties and Sparse Recovery Conditions.
IEEE Trans. Information Theory, 2018
2017
Compressive sensing Petrov-Galerkin approximation of high-dimensional parametric operator equations.
Math. Comput., 2017
One-bit compressed sensing with partial Gaussian circulant matrices.
CoRR, 2017
Masked Toeplitz covariance estimation.
CoRR, 2017
2016
Low-rank matrix recovery via rank one tight frame measurements.
CoRR, 2016
Low rank tensor recovery via iterative hard thresholding.
CoRR, 2016
Improved bounds for sparse recovery from subsampled random convolutions.
CoRR, 2016
Conjugate gradient acceleration of iteratively re-weighted least squares methods.
Comp. Opt. and Appl., 2016
2015
Compressive Sensing.
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015
Tensor theta norms and low rank recovery.
CoRR, 2015
Stable low-rank matrix recovery via null space properties.
CoRR, 2015
Refined analysis of sparse MIMO radar.
CoRR, 2015
On the gap between RIP-properties and sparse recovery conditions.
CoRR, 2015
2014
Foreword to the special section on compressive sensing applied to radar.
IEEE Trans. Aerospace and Electronic Systems, 2014
Remote Sensing via ℓ 1-Minimization.
Foundations of Computational Mathematics, 2014
Fast and RIP-Optimal Transforms.
Discrete & Computational Geometry, 2014
Tensor completion in hierarchical tensor representations.
CoRR, 2014
Low rank matrix recovery from rank one measurements.
CoRR, 2014
Structured random measurements in signal processing.
CoRR, 2014
Robust analysis ℓ1-recovery from Gaussian measurements and total variation minimization.
CoRR, 2014
Uniform recovery of fusion frame structured sparse signals.
CoRR, 2014
2013
Fast and RIP-optimal transforms
CoRR, 2013
Analysis ℓ1-recovery with frames and Gaussian measurements.
CoRR, 2013
A Mathematical Introduction to Compressive Sensing.
Applied and Numerical Harmonic Analysis, Birkhäuser, ISBN: 978-0-8176-4947-0, 2013
2012
Sparse Legendre expansions via l1-minimization.
Journal of Approximation Theory, 2012
Suprema of Chaos Processes and the Restricted Isometry Property
CoRR, 2012
Remote sensing via ℓ1 minimization
CoRR, 2012
2011
Sparse Recovery From Combined Fusion Frame Measurements.
IEEE Trans. Information Theory, 2011
Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization.
SIAM Journal on Optimization, 2011
The restricted isometry property for time-frequency structured random matrices
CoRR, 2011
2010
Average case analysis of multichannel sparse recovery using convex relaxation.
IEEE Trans. Information Theory, 2010
Compressive Estimation of Doubly Selective Channels in Multicarrier Systems: Leakage Effects and Sparsity-Enhancing Processing.
J. Sel. Topics Signal Processing, 2010
The Gelfand widths of lp-balls for 0p<=1.
J. Complexity, 2010
Restricted Isometries for Partial Random Circulant Matrices
CoRR, 2010
Nonuniform Sparse Recovery with Gaussian Matrices
CoRR, 2010
The Gelfand widths of ℓp-balls for 0
(DOI)
CoRR, 2010
Multichannel-compressive estimation of doubly selective channels in MIMO-OFDM systems: Exploiting and enhancing joint sparsity.
Proceedings of the IEEE International Conference on Acoustics, 2010
Efficient and stable recovery of Legendre-sparse polynomials.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010
Average case analysis of sparse recovery from combined fusion frame measurements.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010
2009
Sparse Recovery from Combined Fusion Frame Measurements
CoRR, 2009
Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation
CoRR, 2009
Compressive estimation of doubly selective channels: exploiting channel sparsity to improve spectral efficiency in multicarrier transmissions
CoRR, 2009
Circulant and Toeplitz matrices in compressed sensing
CoRR, 2009
2008
Identification of Matrices Having a Sparse Representation.
IEEE Trans. Signal Processing, 2008
Compressed Sensing and Redundant Dictionaries.
IEEE Trans. Information Theory, 2008
Stability Results for Random Sampling of Sparse Trigonometric Polynomials.
IEEE Trans. Information Theory, 2008
Recovery Algorithms for Vector-Valued Data with Joint Sparsity Constraints.
SIAM J. Numerical Analysis, 2008
Random Sampling of Sparse Trigonometric Polynomials, II. Orthogonal Matching Pursuit versus Basis Pursuit.
Foundations of Computational Mathematics, 2008
2007
Compressed Sensing and Redundant Dictionaries
CoRR, 2007
Sparsity in time-frequency representations
CoRR, 2007
Average Case Analysis of Multichannel Thresholding.
Proceedings of the IEEE International Conference on Acoustics, 2007
2005
Wavelet Transforms Associated to Group Representations and Functions Invariant under Symmetry Groups.
IJWMIP, 2005
Best time localized trigonometric polynomials and wavelets.
Adv. Comput. Math., 2005