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Recipes for Stable Linear Embeddings From Hilbert Spaces to $ {\mathbb {R}}^{m}$

Puy, G.; Davies, M. E.; Gribonval, R.

IEEE transactions on information theory. VOL 63; NUMBER 4, ; 2017, 2171-2187 -- IEEE INSTITUTE OF ELECTRICAL AND ELECTRONICS

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Near Optimal Compressed Sensing Without Priors: Parametric SURE Approximate Message Passing

Guo, C.; Davies, M. E.

IEEE transactions on signal processing: a publication of the IEEE Signal Processing Society -- Institute of Electrical and Electronics Engineers -- Volume: 63 8; (pages 2130-2141) -- 2015

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Fast Non-Negative Orthogonal Matching Pursuit

Yaghoobi, M.; Wu, D.; Davies, M. E.

IEEE signal processing letters -- IEEE Signal Processing Society -- Volume: 22 9; (pages 1229-1233) -- 2015

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Greedy-like algorithms for the cosparse analysis model

Giryes, R. et al.

Linear algebra and its applications. VOL 441, ; 2014, 22-60 -- Elsevier Science B.V., Amsterdam. Part; (pages 22-60) -- 2014

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The cosparse analysis model and algorithms

Nam, S. et al.

Applied and computational harmonic analysis. VOL 34; NUMBER 1, ; 2013, 30-56 -- Elsevier Science B.V., Amsterdam Part 1; (pages 30-56) -- 2013

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Multilattice sampling strategies for region of interest dynamic MRI

Rilling, G. et al.

Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine. VOL 70; NUMBER 2, ; 2013, 392-403 -- John Wiley & Sons, Ltd Part 2; (pages 392-403) -- 2013

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Rank Awareness in Joint Sparse Recovery

Davies, M. E.; Eldar, Y. C.

IEEE transactions on information theory. VOL 58; NUMBER 2, ; 2012, 1135-1146 -- IEEE INSTITUTE OF ELECTRICAL AND ELECTRONICS Part: Part 2; (pages 1135-1146) -- 2012

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Compressible Distributions for High-Dimensional Statistics

Gribonval, R.; Cevher, V.; Davies, M. E.

IEEE transactions on information theory. VOL 58; NUMBER 8, ; 2012, 5016-5034 -- IEEE INSTITUTE OF ELECTRICAL AND ELECTRONICS Part 8; (pages 5016-5034) -- 2012

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Reconciling Compressive Sampling Systems for Spectrally Sparse Continuous-Time Signals

Lexa, M. A.; Davies, M. E.; Thompson, J. S.

IEEE transactions on signal processing. VOL 60; NUMBER 1, ; 2012, 155-171 -- IEEE INSTITUTE OF ELECTRICAL AND ELECTRONICS Part: Part 1; (pages 155-171) -- 2012

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Advanced image formation and processing of partial synthetic aperture radar data

Kelly, S. I. et al.

IET signal processing. VOL 6; NUMBER 5, ; 2012, 511-520 -- IET Part 5; (pages 511-520) -- 2012

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