Joel A. Tropp - Concepedia

Author

Joel A. Tropp

California Institute of Technology ORCID

Also Known As

J A Tropp, J Tropp, J. A. Tropp, J. TROPP, J. Tropp, J.A. Tropp, JOEL A. TROPP, James Tropp, Joel A Tropp, Joel A. Tropp

197

Publications

36.1K

Citations

H-Index

135

Concepts

All Affiliations

California Institute of Technology University of Michigan The University of Texas at Austin University of California, Davis

About

Joel A. Tropp is an author at California Institute of Technology specializing in engineering, inverse problems, and signal processing.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	41	72	28.1K
2	Natural Sciences	7	7	665
3	Medicine	3	3	272
4	Public Health	2	2	1.4K
5	Health Sciences	1	1	95

Joel A. Tropp

101

Publications

35.1K

Citations

H-Index

Page 1

	Year	Citations
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit Joel A. Tropp, Anna C. Gilbert IEEE Transactions on Information Theory Signal RecoverySparse RepresentationEngineeringStatistical Signal ProcessingOmp Algorithm	2007	9.6K
CoSaMP: Iterative signal recovery from incomplete and inaccurate samples Deanna Needell, Joel A. Tropp Applied and Computational Harmonic Analysis Iterative Signal RecoveryEngineeringCompressive SensingSignal ReconstructionInverse Problems	2008	4.3K
Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions Nathan Halko, Per‐Gunnar Martinsson, Joel A. Tropp SIAM Review	2011	3.9K
Greed is Good: Algorithmic Results for Sparse Approximation Joel A. Tropp IEEE Transactions on Information Theory Sparse RepresentationEngineeringMachine LearningPattern RecognitionOrthogonal Matching Pursuit	2004	3.7K
Just relax: convex programming methods for identifying sparse signals in noise Joel A. Tropp IEEE Transactions on Information Theory Mathematical ProgrammingEngineeringAtomic DecompositionStatistical Signal ProcessingData Science	2006	1.4K
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit Joel A. Tropp, Anna C. Gilbert, Martin J. Strauss Signal Processing Mathematical ProgrammingSimultaneous Sparse ApproximationEngineeringSparse RepresentationCompressive Sensing	2005	1.4K
Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals Joel A. Tropp, Jason N. Laska, Marco F. Duarte, IEEE Transactions on Information Theory	2010	1.1K
Computational Methods for Sparse Solution of Linear Inverse Problems Joel A. Tropp, Stephen J. Wright Proceedings of the IEEE Numerical AnalysisMathematical ProgrammingSparse RepresentationSparse Approximation ProblemEngineering	2010	1K
Algorithms for simultaneous sparse approximation. Part II: Convex relaxation Joel A. Tropp Signal Processing Numerical AnalysisSimultaneous Sparse ApproximationEngineeringSparse RepresentationCompressive Sensing	2005	707
Designing structured tight frames via an alternating projection method Joel A. Tropp, Inderjit S. Dhillon, Robert W. Heath, IEEE Transactions on Information Theory Mathematical ProgrammingSpectral TheoryTight FramesEngineeringComputational Complexity	2005	491

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