Standout Papers

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit 2004 2026 2011 2018 5.0k
  1. Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit (2007)
    Joel A. Tropp, Anna C. Gilbert IEEE Transactions on Information Theory
  2. CoSaMP: Iterative signal recovery from incomplete and inaccurate samples (2008)
    Deanna Needell, Joel A. Tropp Applied and Computational Harmonic Analysis
  3. Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions (2011)
    Nathan Halko, Per‐Gunnar Martinsson et al. SIAM Review
  4. Greed is Good: Algorithmic Results for Sparse Approximation (2004)
    Joel A. Tropp IEEE Transactions on Information Theory
  5. Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit (2005)
    Joel A. Tropp, Anna C. Gilbert et al. Signal Processing
  6. Just relax: convex programming methods for identifying sparse signals in noise (2006)
    Joel A. Tropp IEEE Transactions on Information Theory
  7. Computational Methods for Sparse Solution of Linear Inverse Problems (2010)
    Joel A. Tropp, Stephen J. Wright Proceedings of the IEEE
  8. Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals (2010)
    Joel A. Tropp, Jason N. Laska et al. IEEE Transactions on Information Theory

Immediate Impact

6 by Nobel laureates 36 from Science/Nature 77 standout
Sub-graph 1 of 22

Citing Papers

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1 intermediate paper

Works of Joel A. Tropp being referenced

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions
2011 Standout
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
2007 Standout

Author Peers

Author Last Decade Papers Cites
Joel A. Tropp 9909 705 577 4166 3785 80 16.4k
Michael B. Wakin 7658 221 297 3759 2671 105 12.3k
Michael A. Saunders 5799 3257 696 2153 1912 122 21.6k
Gene H. Golub 9580 13940 3792 1931 2705 251 38.6k
Richard G. Baraniuk 7883 240 602 5057 3554 337 20.7k
Terence Tao 13515 1669 5109 6659 3898 354 33.8k
Wotao Yin 7892 1161 230 2408 1315 144 15.2k
Justin Romberg 7307 147 380 4108 1980 23 11.0k
Amir Beck 5137 1608 300 1873 916 73 11.9k
Robert D. Nowak 4338 294 182 2022 1492 164 9.7k
Yi Ma 5536 241 98 1736 1906 160 22.2k

All Works

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2026