Out-of-DistributionGeneralizationviaRiskExtrapolationDavidKrueger12EthanCaballero12Joern-HenrikJacobsen34AmyZhang156JonathanBinas12DinghuaiZhang12RemiLePriol12AaronCourville12Abstractcorrectlyclass...
RandomExtrapolationforprimal-dualcoordinatedescentAhmetAlacaoglu1OlivierFercoq2VolkanCevher1Abstractmization(Shalev-Shwartz&Zhang,2013;Zhang&Xiao,2017),optimizationwithlargenumberofconstraints(Fer-...
LearningRepresentationsthatSupportExtrapolationTaylorW.Webb1ZacharyDulberg2StevenM.Frankland2AlexanderA.Petrov3RandallC.O’Reilly4JonathanD.Cohen2AbstractHolyoak,2012).Extrapolation–theabilitytoma...
ExtrapolationforLarge-batchTraininginDeepLearningTaoLin1LingjingKong1SebastianU.Stich1MartinJaggi1Abstract2017)isusedtoreducethegradientcomputationroundssoastoacceleratethetraining.However,inpracti...
LearningEquationsforExtrapolationandControlSubhamS.Sahoo1ChristophH.Lampert2GeorgMartius3AbstractMachinelearningresearchhasonlyveryrecentlystartedtolookintorelatedtechniques.Asafirstwork,Martius&We...