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Doubly Stochastic Normalization of the Gaussian Kernel Is Robust to Heteroskedastic Noise

SIAM Journal on Mathematics of Data Science(2021)10.1137/20m1342124Source: DataRank Database

Doubly Stochastic Normalization of the Gaussian Kernel Is Robust to Heteroskedastic Noise is a research paper published in SIAM Journal on Mathematics of Data Science (2021). On theSindex it has a DataRank of 0. It has been cited 2 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access2 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 0.07)OA: goldTopics (15)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 (3)

Ronald R. Coifman ORCID,Yuval Kluger ORCID,Boris Landa

Live enrichment

PubMed:34124607 PMC:PMC8194191 OpenAlex:https://openalex.org/W3031547348

National Institutes of Health

Grant: R01GM131642

National Institutes of Health

Grant: R01HG008383

National Institutes of Health

Grant: 5R01NS10004903

National Institutes of Health

Grant: 2P50CA121974

NCI NIH HHS

Grant: P50 CA121974

NIDA NIH HHS

Grant: UM1 DA051410

FWCI

0.07

Citation Percentile

0.4%

Citation Trend

2020

2024

gold

journalhttps://doi.org/10.1137/20m1342124

publisherhttps://doi.org/10.1137/20m1342124

publisherhttps://epubs.siam.org/doi/pdf/10.1137/20M1342124

repositoryhttps://pubmed.ncbi.nlm.nih.gov/34124607

repositoryhttp://arxiv.org/abs/2006.00402

Fields of Study

Single-cell and spatial transcriptomicsGene expression and cancer classificationGene Regulatory Network Analysis

Keywords

HeteroscedasticityNormalization (sociology)Gaussian noiseMathematicsGaussianPairwise comparisonKernel (algebra)Applied mathematicsAlgorithmStatisticsCombinatoricsPhysics