StreamingBayesianDeepTensorFactorizationShikaiFang1ZhengWang1ZhimengPan1JiLiu23ShandianZhe1Abstractbeabletoestimateallkindsofcomplicated(e.g.,highlynonlinear)mappings.Themostrecentwork(Liuetal.,Des...
RandomizedEntity-wiseFactorizationforMulti-AgentReinforcementLearningShariqIqbal1ChristianA.SchroederdeWitt2BeiPeng2WendelinBo¨hmer3ShimonWhiteson2FeiSha14AbstractFigure1:Breakawaysub-scenarioinso...
Low-RankSinkhornFactorizationMeyerScetbon1MarcoCuturi12GabrielPeyré34Abstractrotinetal.,2021;Tongetal.,2020),whilethescopeofitsapplicationshasnowreachedseveralfieldsofsciencesuchSeveralrecentappli...
ImplicitRegularizationinTensorFactorizationNoamRazin1AsafMaman1NadavCohen1Abstracttofittingbypredictorsoflowercomplexity.Amajorchal-lengeinformalizingthisintuitionisthatwelackdefinitionsRecenteffor...
Group-SparseMatrixFactorizationforTransferLearningofWordEmbeddingsKanXu1XuanyiZhao1HamsaBastani1OsbertBastani1Abstractthisstrategyhasbeenusedintransferringimageclassifi-cationmodels(Estevaetal.,201...
StreamingCoresetsforSymmetricTensorFactorizationRachitChhaya1JayeshChoudhari1AnirbanDasgupta1SupratimShit1Abstractmatrixforthe2normif,∀x∈Rd,Factorizingtensorshasrecentlybecomeanimpor-(a˜Tjx)2−(...
Self-ModulatingNonparametricEvent-TensorFactorizationZhengWang1XinqiChu2ShandianZhe1AbstractFactorization,whichlearnsasetoflatentfactorstorepresenteachparticipant.Withthefactorrepresentations,wecan...
OrdinalNon-negativeMatrixFactorizationforRecommendationOlivierGouvert1ThomasOberlin2CédricFévotte1Abstract2011)whichaimstopredictfutureinteractionsbetweenusersanditemsinordertomakerecommendations...
AdversarialNonnegativeMatrixFactorizationLeiLuo12YanfuZhang2HengHuang12AbstractSinceNMFwaspopularizedbyLeeandSeung(Lee&Seung,1999),variousNMFmethodshavebeenproposed.NonnegativeMatrixFactorization(N...
RaFM:Rank-AwareFactorizationMachinesXiaoshuangChen1YinZheng2JiaxingWang3WenyeMa2JunzhouHuang2Abstract#Feature5×104Fatorizationmachines(FM)areapopularmodel#Feature4classtolearnpairwiseinteractionsb...
FasterAlgorithmsforBinaryMatrixFactorizationRaviKumar1RinaPanigrahy1AliRahimi1DavidP.Woodruff2AbstractproximationisFrobeniusnormerror,whereoneseekstofindWegivefasterapproximationalgorithmsforwell-U...
CompressedFactorization:FastandAccurateLow-RankFactorizationofCompressively-SensedDataVatsalSharan1KaiShengTai1PeterBailis1GregoryValiant1AbstractInthelatter,theuseofrandomprojectionsunderliesmanys...
ApproximatingOrthogonalMatriceswithEffectiveGivensFactorizationThomasFrerix1JoanBruna2AbstracttionsofunitarymatricesintheformofGivensFactorization(Givens,1958).Givensrotationsarelocalizedinatwo-Wea...
Closed-formMarginalLikelihoodinGamma-PoissonMatrixFactorizationLouisFilstroff1AlbertoLumbreras1Ce´dricFe´votte1AbstractwhereweusetheshapeandrateparametrizationoftheGammadistribution,i.e.,Gamma(x...
NonnegativeMatrixFactorizationforTimeSeriesRecoveryFromaFewTemporalAggregatesJialiMei12YohannDeCastro1YannigGoude12GeorgesHe´brail2AbstractticipantisbilledbytheTSO.Tocalculatetheimbalancecausedbya...