StochasticIterativeGraphMatchingLinfengLiu1MichaelC.Hughes1SohaHassoun12Li-PingLiu1AbstractLearning-basedgraphmatching(Caetanoetal.,2009;ZanfirandSminchisescu,2018;Yuetal.,2020;Wangetal.,2019a;Rece...
SlicedIterativeNormalizingFlowsBiweiDai1UrošSeljak12Abstractmodelsusuallyparameterizethemappingusingneuralnet-works,andthetrainingofthesemodelstypicallyconsistsWedevelopanIterative(greedy)deeplear...
Perceiver:GeneralPerceptionwithIterativeAttentionAndrewJaegle1FelixGimeno1AndrewBrock1AndrewZisserman1OriolVinyals1JoaoCarreira1AbstractOneglaringissuewithstrongarchitecturalpriorsisthattheyareofte...
OptimizingBlack-boxMetricswithIterativeExampleWeightingGaurushHiranandani†1JatinMathur1HarikrishnaNarasimhan2MahdiMilaniFard2OluwasanmiKoyejo31Abstractwherethegoalistooptimizeanunknownclassificati...
GraphNeuralNetworksInspiredbyClassicalIterativeAlgorithmsYongyiYang1†TangLiu1†YangkunWang2†JinjingZhou3QuanGan3ZheweiWei4ZhengZhang3ZengfengHuang1DavidWipf3Abstract1.IntroductionDespitetherecent...
EfficientIterativeAmortizedInferenceforLearningSymmetricandDisentangledMulti-ObjectRepresentationsPatrickEmami1PanHe1SanjayRanka1AnandRangarajan1Abstractforamulti-objectscene.Mosthumanscanobserveas...
ARegretMinimizationApproachtoIterativeLearningControlNamanAgarwal1EladHazan12AnirudhaMajumdar12KaranSingh3Abstractoffactors.Theprimarychallengewefocusoninthispa-peristheexistenceofunmodeleddeviatio...
MetaFun:Meta-LearningwithIterativeFunctionalUpdatesJinXu1Jean-FrancoisTon1HyunjikKim2AdamR.Kosiorek13YeeWhyeTeh1AbstractTheobjectiveofmeta-learningisthentolearntheencoderandthedecodersuchthatthepro...
ImprovingMolecularDesignbyStochasticIterativeTargetAugmentationKevinYang1WengongJin2KyleSwanson3ReginaBarzilay2TommiJaakkola2Abstractascomplexgraph-structuredobjects.Asaresult,thesemod-elsrequireco...
DropNet:ReducingNeuralNetworkComplexityviaIterativePruningJohnTanChongMin1MehulMotani1Abstractodsofreducingcomplexityincludequantizationto16-bit(Guptaetal.,2015),groupL1orL2regularization(AlemuMode...
ASimplerApproachtoAcceleratedStochasticOptimization:IterativeAveragingMeetsOptimismPooriaJoulani1AnantRaj2Andra´sGyo¨rgy1CsabaSzepesva´ri13Abstractblynon-smooth)convexfunction.Whenφ=0,andgivena...
StochasticIterativeHardThresholdingforGraph-structuredSparsityOptimizationBaojianZhou1FengChen1YimingYing2Abstract2005;Yuan&Lin,2006)andmorestructurednormsbuiltoneitherdisjointoroverlappinggroupsof...
Multi-ObjectRepresentationLearningwithIterativeVariationalInferenceKlausGreff12RaphaëlLopezKaufman3RishabhKabra3NickWatters3ChrisBurgess3DanielZoran3LoicMatthey3MatthewBotvinick3AlexanderLerchner3...
LearningwithBadTrainingDataviaIterativeTrimmedLossMinimizationYanyaoShen1SujaySanghavi1AbstractFigure1.Observation:Evolutionofmodelaccuracyforcleanandbadsamples,asafunctionoftrainingepochs,forfourd...
IterativeLinearizedControl:StableAlgorithmsandComplexityGuaranteesVincentRoulet1SiddharthaSrinivasa2DmitriyDrusvyatskiy3ZaidHarchaoui1AbstractWehighlighttheequivalenceofdynamicprogrammingandgradien...
Graphite:IterativeGenerativeModelingofGraphsAdityaGrover1AaronZweig1StefanoErmon1Abstractneuralnetworks(Gorietal.,2005;Scarsellietal.,2009;Brunaetal.,2013).Agraphneuralnetworklearnsnode-Graphsareaf...
TowardsBlack-boxIterativeMachineTeachingWeiyangLiu1BoDai1XingguoLi2ZhenLiu1JamesM.Rehg1LeSong13AbstractCommonKnowledgeRepresentationSpaceInthispaper,wemakeanimportantstepto-wardstheblack-boxmachine...
LearningSteady-StatesofIterativeAlgorithmsoverGraphsHanjunDai1ZornitsaKozareva2BoDai1AlexanderJ.Smola2LeSong13Abstracttheresultsoftheaggregationoperator.Moregenerally,theintermediaterepresentationh...
IterativeAmortizedInferenceJosephMarino1YisongYue1StephanMandt2Abstractareamortizedacrossexamples.Intuitively,theinferencemodelencodesobservationsintolatentrepresentations,andInferencemodelsareakey...
BayesianCoresetConstructionviaGreedyIterativeGeodesicAscentTrevorCampbell1TamaraBroderick1Abstractstreamingvariants(Jordanetal.,1999;Wainwright&Jor-dan,2008;Hoffmanetal.,2013;Ranganathetal.,2014;Co...
