Concepedia

Joel A. Tropp

JA

Statistics

Publications

103

Citations

35.7K

H-Index

52

Active since

1980

Affiliations

California Institute of Technology(Current)

University of Michigan

The University of Texas at Austin

University of California, Davis

Joel A. Tropp is an author at California Institute of Technology specializing in computer science, optimization, and algorithms.

Publications per year

1980–2024

103

Publications

103

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

Joel A. Tropp, Anna C. Gilbert · IEEE Transactions on Information Theory · 2007 · 9.7K citations

Engineering, Computer Science, Electrical Engineering +8

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

Deanna Needell, Joel A. Tropp · Applied and Computational Harmonic Analysis · 2008 · 4.4K citations

Engineering, Biomedical Engineering, Biomedical Signal Processing +9

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions

Nathan Halko, Per‐Gunnar Martinsson, Joel A. Tropp · SIAM Review · 2011 · 4.1K citations

Computing, Computer Science, Algorithms +16

Greed is Good: Algorithmic Results for Sparse Approximation

Joel A. Tropp · IEEE Transactions on Information Theory · 2004 · 3.7K citations

Computing, Computer Science, Electrical Engineering +17

Just relax: convex programming methods for identifying sparse signals in noise

Joel A. Tropp · IEEE Transactions on Information Theory · 2006 · 1.5K citations

Natural Sciences, Computer Science, Electrical Engineering +17

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