SimultaneousInferenceforMassiveData:DistributedBootstrapYangYu1Shih-KangChao2GuangCheng1AbstractMasterM1Inthispaper,weproposeabootstrapmethodap-rL2(✓e)✓e✓epliedtoMassivedataprocesseddistributedl...
MutualTransferLearningforMassiveDataChing-WeiCheng1XingyeQiao2GuangCheng1Abstractdatadomainisthetargetandwhichdatawillbeusedasthesource.However,thisisnotnecessarilythecaseinInthetransferlearningpro...
LogisticRegressionforMassiveDatawithRareEventsHaiYingWang1Abstractapplications.However,severalimportantquestionsremainunansweredthatareessentialforvaliddataanalysisandThispaperstudiesbinarylogistic...
HowtoSolveFairk-CenterinMassiveDataModelsAshishChiplunkar1SagarKale2SivaramakrishnanNatarajanRamamoorthy3Abstractitedbyalgorithmsthemselves.Currentlyusedalgorithmsfordatasummarizationhavebeenshownt...
Beyond1/2-ApproximationforSubmodularMaximizationonMassiveDataStreamsAshkanNorouzi-Fard1JakubTarnawski1SlobodanMitrovic´1AmirZandieh1AidasadatMousavifar1OlaSvensson1Abstractstreams,sensordata,socia...