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标签“the”的相关文档，共346条

the Impact of Record Linkage on Learning from Feature Partitioned Data
theImpactofRecordLinkageonLearningfromFeaturePartitionedDataRichardNock1StephenHardy2WilkoHenecka2HamishIvey-Law3JakubNabaglo3GiorgioPatrini4GuillaumeSmith2BrianThorne5Abstract"whenisaglobaltrained...
Learning of on the Impact
2023-11-16 19:42:057263.36 MB14
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the Hintons in your Neural Network a Quantum Field theory View of Deep Learning
theHintonsinyourNeuralNetwork:aQuantumFieldtheoryViewofDeepLearningRobertoBondesan1MaxWelling1AbstractInthispaperweproposeadirectmappingofadeepneu-ralnetworkontoaopticalquantumcomputerthroughtheInt...
Neural the in Network Quantum
2023-11-16 19:42:05752607.86 KB11
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the Earth Mover’s Pinball Loss Quantiles for Histogram-Valued Regression
theEarthMover’sPinballLoss:QuantilesforHistogram-ValuedRegressionFlorianList1AbstractFigure1.ComicofourmethodforDeepLearning-basedhistogramregression:aneuralnetwork(NN)fθwithweightsθistrainedAlt...
for the Loss Earth Mover
2023-11-16 19:42:0510133.09 MB4
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the Emergence of Individuality
theEmergenceofIndividualityJiechuanJiang1ZongqingLu1Abstractmulti-cameramulti-objecttracking(Liuetal.,2017),wherecameraagentslearntocooperativelytrackmultipleobjects,Individualityisessentialinhuman...
of the Emergence Individuality
2023-11-16 19:42:046541.85 MB18
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the Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation
theDistributedDiscreteGaussianMechanismforFederatedLearningwithSecureAggregationPeterKairouz1ZiyuLiu1ThomasSteinke1Abstractlearning(FL)toensurethatrawdataneverleavesusers’devices(McMahanetal.,2017...
for Distributed Gaussian the Discrete
2023-11-16 19:42:048733.19 MB14
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Strategic Classification in the Dark
StrategicClassiﬁcationintheDarkGaneshGhalme1VineetNair1ItayEilat1InbalTalgam-Cohen1NirRosenfeld1Abstractpayingbacktheloan.thegoalofthestrategicclassiﬁcationliteratureistoshowwhenandhowtheﬁrmcanl...
the in Classification Strategic Dark
2023-11-16 19:41:5811071.34 MB7
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Straight to the Gradient Learning to Use Novel Tokens for Neural Text Generation
StraighttotheGradient:LearningtoUseNovelTokensforNeuralTextGenerationXiangLin1SimengHan1ShaﬁqJoty12Abstractrization(Seeetal.,2017),imagecaptioning(Melas-Kyriazietal.,2018;Wang&Chan,2019)andmachine...
Learning Gradient the Use to
2023-11-16 19:41:5814692.55 MB30
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SparseBERT Rethinking the Importance Analysis in Self-attention
SparseBERT:RethinkingtheImportanceAnalysisinSelf-attentionHanShi1JiahuiGao2XiaozheRen3HangXu3XiaodanLiang4ZhenguoLi3JamesT.Kwok1AbstractincludetheBERT(Devlinetal.,2019),whichachievesstate-of-the-ar...
Analysis the in Importance Rethinking
2023-11-16 19:41:547812.41 MB6
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SKIing on Simplices Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes
SKIingonSimplices:KernelInterpolationonthePermutohedralLatticeforScalableGaussianProcessesSanyamKapoor1MarcFinzi1KeAlexanderWang2AndrewGordonWilson1AbstractFigure1.Comparisonofthenumberofgridpoints...
Kernel on the Interpolation SKIing
2023-11-16 19:41:521939883.17 KB10
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Solving high-dimensional parabolic PDEs using the tensor train format
Solvinghigh-dimensionalparabolicPDEsusingthetensortrainformatLorenzRichter123LeonSallandt4NikolasNu¨sken5AbstractonstochasticrepresentationsofthePDEsunderconsidera-tion(Eetal.,2017;Raissietal.,201...
Using the High-dimensional Tensor Solving
2023-11-16 19:41:525032.83 MB20
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Soft then Hard Rethinking the Quantization in Neural Image Compression
SoftthenHard:RethinkingtheQuantizationinNeuralImageCompressionZongyuGuo1ZhizhengZhang1RunsenFeng1ZhiboChen1AbstractQuantizationisoneofthekeychallengesforneuralimagecompression.Sincethegradientofqua...
the in Hard Soft Rethinking
2023-11-16 19:41:5113854.47 MB28
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Robust Density Estimation from Batches the Best Things in Life are (Nearly) Free
RobustDensityEstimationfromBatches:theBestThingsinLifeare(Nearly)FreeAyushJain1AlonOrlitsky1Abstractexampleshowsthatregardlessofthenumberofsamplesavailable,suchcorruptionseverelycurtailsthelearning...
from the Robust Density Estimation
2023-11-16 19:41:379691.71 MB19
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Revealing the Structure of Deep Neural Networks via Convex Duality
RevealingtheStructureofDeepNeuralNetworksviaConvexDualityTolgaErgen1MertPilanci1Abstractwheretwo-layerReLUnetworkswiththeminimumEu-clideannormsolutionandzerotrainingerrorareprovenWestudyregularized...
of Neural Networks Deep the
2023-11-16 19:41:3312261.51 MB22
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Rethinking Neural vs. Matrix-Factorization Collaborative Filtering the theoretical Perspectives
RethinkingNeuralvs.Matrix-FactorizationCollaborativeFiltering:thetheoreticalPerspectivesDaXu1ChuanweiRuan2EvrenKorpeoglu1SushantKumar1KannanAchan1Abstractexploredthankstotheirinterpretabilityandcom...
Neural the Collaborative vs.Rethinking
2023-11-16 19:41:3218451.18 MB3
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Representation Matters Assessing the Importance of Subgroup Allocations in Training Data
RepresentationMatters:AssessingtheImportanceofSubgroupAllocationsinTrainingDataEstherRolf1theodoraWorledge1BenjaminRecht1MichaelI.Jordan12AbstractOurworkaimstodevelopageneralunifyingperspectiveonth...
of the Representation Importance Matters
2023-11-16 19:41:311586609.25 KB13
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Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels
QuantifyingtheBeneﬁtofUsingDifferentiableLearningoverTangentKernelsEranMalach1PritishKamath2EmmanuelAbbe3NathanSrebro2AbstractCanallthesuccessofdeeplearningbeexplainedusingtheNTK?Thiswouldimplytha...
Learning of Using the Differentiable
2023-11-16 19:28:361734506.02 KB16
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Putting the “Learning into Learning-Augmented Algorithms for Frequency Estimation
Puttingthe“Learning”intoLearning-AugmentedAlgorithmsforFrequencyEstimationElbertDu12FranklynWang12MichaelMitzenmacher2AbstractbyθandanalgorithmAInlearning-augmentedalgorithms,algorithmsmaxM(θ,A...
Learning for Algorithms the into
2023-11-16 19:28:351713744.13 KB28
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Projection techniques to update the truncated SVD of evolving matrices with applications
ProjectiontechniquestoupdatethetruncatedSVDofevolvingmatriceswithapplicationsVassilisKalantzis1GeorgiosKollias1ShashankaUbaru1AthanasiosN.Nikolakopoulos2LiorHoresh1KennethL.Clarkson3AbstractwhereEd...
the to Projection Update Truncated
2023-11-16 19:28:32752883.54 KB8
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Pareto GAN Extending the Representational Power of GANs to Heavy-Tailed Distributions
ParetoGAN:ExtendingtheRepresentationalPowerofGANstoHeavy-TailedDistributionsToddHuster1JeremyE.J.Cohen1ZinanLin2KevinChan3CharlesKamhoua3NandiLeslie4Cho-YuJasonChiang1VyasSekar2AbstractEvans&Erland...
of the GAN Power Pareto
2023-11-16 19:28:281656653.6 KB3
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Outside the Echo Chamber Optimizing the Performative Risk
OutsidetheEchoChamber:OptimizingthePerformativeRiskJohnMiller1JuanC.Perdomo1TijanaZrnic1Abstractriumnotionknownasperformativestability(Drusvyatskiy&Xiao,2020;Mendler-Du¨nneretal.,2020;Brownetal.,I...
the Optimizing Risk Performative Outside
2023-11-16 19:28:271631340.02 KB27
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