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Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems

IEEE Transactions on Information Theory(2020)10.1109/tit.2020.2985015Source: DataRank Database

Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems is a research paper published in IEEE Transactions on Information Theory (2020). On theSindex it has a DataRank of 0. It has been cited 9 times.

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0DataRank · unranked

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Open Access9 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (6 grants)Impact (FWCI 0.95)OA: greenTopics (44)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (4)

Sheng Liu ORCID,Chrysa D. Papadaniil,Carlos Fernandez‐Granda ORCID,Brett Bernstein ORCID

Live enrichment

PubMed:32921802 PMC:PMC7480821 OpenAlex:https://openalex.org/W2944407967

NIH

Grant: NEI-R01-EY025673

NSF

Grant: DMS-1616340

NEI NIH HHS

Grant: R01 EY025673

National Institutes of Health

Grant: 5R01EY025673-03

Multiple scales of representation in V1

MacCracken Fellowship

Isaac Barkey and Ernesto Yhap Fellowship

FWCI

0.95

Citation Percentile

0.7%

Citation Trend

2020

2021

2022

2024

2026

greenLicense: IEEE Copyright

repositoryhttps://arxiv.org/pdf/1905.04627

publisherhttps://ieeexplore.ieee.org/ielam/18/9170933/9052719-aam.pdf

publisherhttp://xplorestaging.ieee.org/ielx7/18/9170933/09052719.pdf?arnumber=9052719

repositoryhttp://arxiv.org/abs/1905.04627

Fields of Study

Sparse and Compressive Sensing TechniquesPhotoacoustic and Ultrasonic ImagingAdvanced MRI Techniques and Applications02 engineering and technology01 natural sciences0202 electrical engineering, electronic engineering, information engineering0101 mathematics

Keywords

Underdetermined systemCompressed sensingInverse problemNonlinear systemRestricted isometry propertyConvex optimizationOperator (biology)Computer scienceSeparable spaceNonlinear programmingRelaxation (psychology)MathematicsInverseAlgorithmMathematical optimizationApplied mathematicsRegular polygonMathematical analysisPhysicsSource localizationIncoherenceConvex ProgrammingNonlinear Inverse ProblemsDual CertificatesCorrelated MeasurementsSparse RecoverySignal Processing (eess.SP)FOS: Computer and information sciencesComputer Science - Information TheoryInformation Theory (cs.IT)Numerical Analysis (math.NA)Optimization and Control (math.OC)FOS: Electrical engineering, electronic engineering, information engineeringFOS: MathematicsMathematics - Numerical AnalysisElectrical Engineering and Systems Science - Signal ProcessingMathematics - Optimization and Control