TowardsOpen-WorldRecommendation:AnInductiveModel-basedCollaborativeFilteringApproachQitianWu12HengruiZhang1XiaofengGao12JunchiYan12HongyuanZha3Abstract(MC)whereonehasauser-itemratingmatrixwhoseentr...
LIME:LearningInductiveBiasforPrimitivesofMathematicalReasoningYuhuaiWu12MarkusRabe3WendaLi4JimmyBa12RogerGrosse12ChristianSzegedy3Abstractmathematicalreasoning.Attemptstodesignelaboratear-chitectur...
DemystifyingInductiveBiasesfor(Beta-)VAEBasedArchitecturesDominikZietlow1MichalRol´ınek1GeorgMartius1Abstractstratesbothhighsemanticqualityaswellasgoodperfor-manceintermsofdisentanglement.Untilto...
InductiveRelationPredictionbySubgraphReasoningKomalK.Teru12EtienneG.Denis12WilliamL.Hamilton12AbstractFigure1.IllustrationoftransductiveandInductivesettingsforre-lationpredictioninknowledgegraphs.T...
Inductive-bias-drivenReinforcementLearningforEfficientSchedulesinHeterogeneousClustersSubhoS.Banerjee1SaurabhJha1ZbigniewT.Kalbarczyk1RavishankarK.Iyer1Abstracthariaetal.(2010)).Suchheuristicsaredi...
InductiveTwo-layerModelingwithParametricBregmanTransferVigneshGanapathiraman1ZhanShi1XinhuaZhang1YaoliangYu2AbstractThefocusofthispaperisconditionalmodelingforsuper-visedlearning,wherelatentvariabl...
FastandSampleEfficientInductiveMatrixCompletionviaMulti-PhaseProcrustesFlowXiaoZhang1SimonS.Du2QuanquanGu3Abstractmographicinformation(genders,occupation)forusersorproductinformation(genre,director...
ExplicitInductiveBiasforTransferLearningwithConvolutionalNetworksXuhongLI1YvesGRANDVALET1FranckDAVOINE1Abstractlearningfromthelarge-scaledatabaseofthesourcetaskandthisknowledgeisthentransferredtoth...