ModelingHierarchicalStructureswithContinuousRecursiveNeuralNetworksJishnuRayChowdhury1CorneliaCaragea1Abstractsomeofthesestructure-awaremethods(Shenetal.,2019a;Qianetal.,2020)alsoexhibitbettersyste...
Flow-basedAttributioninGraphicalModels:ARecursiveShapleyApproachRaghavSingal1GeorgeMichailidis12HoiyiNg1AbstractForinstance,asweillustratein§6,ourframeworkcanbeusedtounderstandwhethersensitiveattr...
Black-boxdensityfunctionestimationusingRecursivepartitioningErikBodin1ZhenwenDai2NeillD.F.Campbell3CarlHenrikEk4Abstractispreventingtractablecomputationsisthatthedensityfunc-tiondoesnothaveanamenab...
R2-B2:RecursiveReasoning-BasedBayesianOptimizationforNo-RegretLearninginGamesZhongxiangDai1YizhouChen1BryanKianHsiangLow1PatrickJaillet2Teck-HuaHo3Abstractadversarialmachinelearning(ML),theinteract...
RecursiveSketchesforModularDeeplikeouralgorithmstobesmall,efficient,androbust.ThisLearningworkaimstofurtherexploreonesuchsub-question:canwedesignasystemontopofneuralnetsthatefficientlystoresBadihGh...
θ(z1x)decodezwithqθ(zx)decodez1,z2,z3withqθ(z1,z2,z3x)(xz1)encodexwithpθ(xz)encodex,z1,z2withpθ(x,z1,z2z3)(z2z1)encodezwithp(z)(z1z2)encodez3withp(z3)(z3z2)(z2z3)ReceiverReceiverp(z3)Bit-Swap:...
RiemannianStochasticRecursiveGradientAlgorithmHiroyukiKasai1HiroyukiSato2BamdevMishra3Abstractmanniangradientdescentmethod,whichcalculatestheR1ie∑mnannianfullgradientestimation,i.e.,gradf(w)=Stoch...
KernelRecursiveABC:PointEstimationwithIntractableLikelihoodTakafumiKajihara12MotonobuKanagawa3KeisukeYamazaki2KenjiFukumizu4Abstractpopulationgenetics(Pritchardetal.,1999)anddynamicalsystems(Toniet...
RecursivePartitioningforPersonalizationusingObservationalDataNathanKallus1Abstractwhichcanbepotentiallymassiveasinelectronicmedi-calrecords(EMRs)but,atthesametime,lackexperimen-Westudytheproblemofl...
