CrowdsourcingviaAnnotatorCo-occurrenceImputationandProvableSymmetricNonnegativeMatrixFactorizationShahanaIbrahim1XiaoFu1Abstractannotationrequiressubstantialhumaneffortswithconsider-ableexpertise,w...
MissingDataImputationusingOptimalTransportBorisMuzellec1JulieJosse23ClaireBoyer4MarcoCuturi51Abstractwithplausiblevalues,areveryappealingastheyallowtobothgetaguessforthemissingentriesaswellastoper-...
Imputer:SequenceModellingviaImputationandDynamicProgrammingWilliamChan1ChitwanSaharia1†GeoffreyHinton1MohammadNorouzi1NavdeepJaitly2Abstractnon-autoregressivemodelstypicallymakeastrongcondi-tional...
MIWAE:DeepGenerativeModellingandImputationofIncompleteDataSetsPierre-AlexandreMattei1JesFrellsen1Abstractcientlyusingnonparametricmethods,inparticulark-nearestneighbours(kNN,seee.g.Troyanskayaetal....
GAIN:MissingDataImputationusingGenerativeAdversarialNetsJinsungYoon1JamesJordon2MihaelavanderSchaar123Abstractheartrateofthepatient(Yoonetal.,2018c).Asubstantialamountofresearchhasbeendedicatedtode...
ConvolutionalImputationofMatrixNetworksQingyunSun1MengyuanYan2DavidDonoho3StephenBoyd2AbstractFigure1:(a)OriginalMRIimageframes(oracle).(b)Oursampledandcorruptedobservation.(c)Recoveredim-Amatrixne...