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Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization
CrowdsourcingviaAnnotatorCo-occurrenceImputationandProvableSymmetricNonnegativeMatrixFactorizationShahanaIbrahim1XiaoFu1Abstractannotationrequiressubstantialhumaneffortswithconsider-ableexpertise,w...
and via Provable Crowdsourcing Imputation
2023-11-16 18:30:541555944.49 KB23
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Crowdsourcing with Arbitrary Adversaries
CrowdsourcingwithArbitraryAdversariesMattha¨usKleindessner1PranjalAwasthi1Abstracttosolvetoomanytasksandthedatacuratorwantingtogethigh-qualitylabelsatalowprice.ThecanonicalexampleMostexistingworks...
with Arbitrary Crowdsourcing Adversaries
2023-11-13 11:59:211002449.74 KB1
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Analysis of Minimax Error Rate for Crowdsourcing and Its Application to Worker Clustering Model
AnalysisofMinimaxErrorRateforCrowdsourcingandItsApplicationtoWorkerClusteringModelHideakiImamura12IsseiSato12MasashiSugiyama21Abstractsolvethisproblembyprovidingredundancyforlabeling,i.e.,bycollect...
of for Analysis Minimax Rate
2023-11-13 11:59:0314356.34 MB14
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