WeisfeilerandLehmanGoTopological:MessagePassingSimplicialNetworksCristianBodnar1FabrizioFrasca23YuGuangWang456NinaOtter7GuidoMontu´far47PietroLio`1MichaelM.Bronstein23Abstractv0v10v9v6v7Thepairwis...
MessagePassingAdaptiveResonanceTheoryforOnlineActiveSemi-supervisedLearningTaehyeongKim12InjuneHwang1HyundoLee2HyunseoKim2Won-SeokChoi2JosephJ.Lim13Byoung-TakZhang2Abstractuseofdeeplearninginreal-w...
EquivariantMessagePassingforthePredictionofTensorialPropertiesandMolecularSpectraKristofT.Schu¨tt12OliverT.Unke12MichaelGastegger13Abstractoryquicklybecomeprohibitiveforlargesystemsandthepredictio...
EfficientMessagePassingfor0–1ILPswithBinaryDecisionDiagramsJan-HendrikLange1PaulSwoboda2Abstractent,Frank-Wolfeanddualblockcoordinateascent(DBCA)methods.TheDBCAapproach,alsocalledMessagepass-Wepre...
BreakingtheLimitsofMessagePassingGraphNeuralNetworksMuhammetBalcilar12PierreHe´roux1BenoitGau¨ze`re3PascalVasseur14Se´bastienAdam1PaulHoneine1Abstractableweights.Theseweightscanbesharedwithrespe...
MessagePassingLeastSquaresFrameworkanditsApplicationtoRotationSynchronizationYunpengShi1GiladLerman1Abstractalsoasolution.Theabovementionedsynchronizationproblems(rotation,permutation,andZ2synchron...
AcceleratedMessagePassingforEntropy-RegularizedMAPInferenceJonathanN.Lee1AldoPacchiano2PeterBartlett23MichaelI.Jordan23Abstractinferenceinthesemodelshasmultipleapplications,rangingfromcomputervisio...
SteinVariationalMessagePassingforContinuousGraphicalModelsDilinWang1ZheZeng2QiangLiu1Abstractpropagateuncertainty,wellsuitedfordecentralizedinfer-encetaskssuchassensornetworklocalization(e.g.,Ihler...
MessagePassingSteinVariationalGradientDescentJingweiZhuo1ChangLiu1JiaxinShi1JunZhu1NingChen1BoZhang1Abstractparametricfamiliesascommonlydoneintraditionalvari-ationalinference(VI)methods.Besides,SVG...
ApproximateMessagepassingforamplitudebasedoptimizationJunjieMa1JiXu2ArianMaleki3AbstractPhaseCut(Waldspurgeretal.,2015),arebasedonsemidef-initerelaxations.ForrandomGaussianmeasurements,aWeconsidera...
NeuralMessagePassingforQuantumChemistryJustinGilmer1SamuelS.Schoenholz1PatrickF.Riley2OriolVinyals3GeorgeE.Dahl1AbstractDFTTargetsSupervisedlearningonmoleculeshasincredi-⇠103secondsE,!0,...blepote...