DelvingintoDeepImbalancedRegressionYuzheYang1KaiwenZha1Ying-CongChen1HaoWang2DinaKatabi1AbstractNumberofsamplesDeepImbalancedRegressionReal-worlddataoftenexhibitImbalanceddistri-Imbalanceddistribut...
OnlineContinualLearningfromImbalancedDataAristotelisChrysakis1Marie-FrancineMoens1Abstractisavastlydifferentstory.Overourlivesweperceiveastreamoftemporallycorrelated,unlabeledobservations,andAwell-...
ActiveLearningforDecision-MakingfromImbalancedObservationalDataIirisSundin1PeterSchulam2EeroSiivola1AkiVehtari1SuchiSaria2SamuelKaski1Abstractdecision,x.Then,thegoalistoestimatep(YX=x,A=a)and,furth...