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CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
- J. Tropp, D. Needell
- Computer ScienceCommun. ACM
- 16 March 2008
TLDR
Uniform Uncertainty Principle and Signal Recovery via Regularized Orthogonal Matching Pursuit
- D. Needell, R. Vershynin
- Computer ScienceFound. Comput. Math.
- 28 July 2007
TLDR
Compressed Sensing with Coherent and Redundant Dictionaries
- E. Candès, Yonina C. Eldar, D. Needell
- Computer ScienceArXiv
- 14 May 2010
Signal Recovery From Incomplete and Inaccurate Measurements Via Regularized Orthogonal Matching Pursuit
- D. Needell, R. Vershynin
- Computer ScienceIEEE Journal of Selected Topics in Signal…
- 9 December 2007
TLDR
Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm
- D. Needell, Rachel A. Ward, Nathan Srebro
- Computer Science, MathematicsNIPS
- 21 October 2013
TLDR
Paved with Good Intentions: Analysis of a Randomized Block Kaczmarz Method
- D. Needell, J. Tropp
- MathematicsArXiv
- 18 August 2012
Linear Convergence of Stochastic Iterative Greedy Algorithms With Sparse Constraints
- Nam H. Nguyen, D. Needell, Tina Woolf
- Computer ScienceIEEE Transactions on Information Theory
- 30 June 2014
TLDR
Stable Image Reconstruction Using Total Variation Minimization
- D. Needell, Rachel A. Ward
- MathematicsSIAM J. Imaging Sci.
- 29 February 2012
TLDR
Signal Space CoSaMP for Sparse Recovery With Redundant Dictionaries
- M. Davenport, D. Needell, M. Wakin
- Computer ScienceIEEE Transactions on Information Theory
- 1 August 2012
TLDR
Randomized Kaczmarz solver for noisy linear systems
- D. Needell
- Computer Science, Mathematics
- 5 February 2009
TLDR
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