WhiteningandSecondOrderOptimizationBothMakeInformationintheDatasetUnusableDuringTraining,andCanReduceorPreventGeneralizationNehaS.Wadia1DanielDuckworth2SamuelS.Schoenholz2EthanDyer2JaschaSohl-Dicks...
OrderMatters:ProbabilisticModelingofNodeSequenceforGraphGenerationXiaohuiChen1XuHan1JiajingHu1FranciscoJ.R.Ruiz2LipingLiu1Abstract2018;Liaoetal.,2019;Daietal.,2020;Goyaletal.,2020;Yuanetal.,2020;Sh...
DistributedSecondOrderMethodswithFastRatesandCompressedCommunicationRustemIslamov12XunQian1PeterRichta´rik1Abstract1.IntroductionWedevelopseveralnewcommunication-efficientTheprevalentparadigmfortr...
AScalableSecondOrderMethodforIll-ConditionedMatrixCompletionfromFewSamplesChristianKu¨mmerle1ClaudioMayrinkVerdun2AbstractedgeofΩandPΩ(X0),wherePΩ:Rd1×d2→Rmisthesubsamplingoperatorthatmapsama...
OnlineConvexOptimizationintheRandomOrderModelDanGarber1GalKorcia2KfirY.Levy2Abstractpowerfulandpopularparadigmformodelingsequentialpre-dictionproblemsinfaceofuncertainty.ItsmainstrengthOnlineConvex...
FromChaostoOrder:SymmetryandConservationLawsinGameDynamicsSaiGaneshNagarajan1DavidBalduzzi2GeorgiosPiliouras1Abstractassumptionisnotalwaysvalidinpractice.Indeed,innu-merouscasesofmulti-agentcompeti...
ABaselineforAnyOrderGradientEstimationinStochasticComputationGraphsJingkaiMao1JakobFoerster2TimRockta¨schel3MaruanAl-Shedivat4GregoryFarquhar2ShimonWhiteson2Abstract1.IntroductionByenablingcorrect...
FirstOrderGenerativeAdversarialNetworksCalvinSeward12ThomasUnterthiner2UrsBergmann1NikolayJetchev1SeppHochreiter2Abstractgenerativemodelapproximatesatargetprobabilitydistri-bution.InOrdertodetermin...