"of"的相关文档

标签“of”的相关文档，共557条

Training CNNs with Selective Allocation of Channels
TrainingCNNswithSelectiveAllocationofChannelsJongheonJeong1JinwooShin123AbstractChenetal.,2018)andanytime/adaptivenetworks(Figurnovetal.,2017;Bolukbasietal.,2017;Huangetal.,2018a).Recentprogressind...
of with Allocation Selective Training
2023-11-13 14:48:5015341.62 MB21
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Towards a Unified Analysis of Random Fourier Features
TowardsaUniﬁedAnalysisofRandomFourierFeaturesZhuLi1Jean-FrançoisTon1DinoOglic2DinoSejdinovic1Abstractimplicitcomputationofaninnerproductbetweenrichfea-turerepresentationsofdatathroughthekerneleva...
of Analysis random Features Fourier
2023-11-13 14:48:491118673.39 KB11
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Towards a Deep and Unified Understanding of Deep Neural Models in NLP
TowardsaDeepandUniﬁedUnderstandingofDeepNeuralModelsinNLP1ChaoyuGuan2XitingWang2QuanshiZhang1RunjinChen1DiHe3XingXie2Abstract(a)Gradient-basedmethod(b)OursWedeﬁneauniﬁedinformation-basedmeasureF...
of Neural and Deep Towards
2023-11-13 14:48:4817162.89 MB8
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Toward Understanding the Importance of Noise in Training Neural Networks
TowardsUnderstandingtheImportanceofNoiseinTrainingNeuralNetworksMoZhou1TianyiLiu2YanLi2DachaoLin1EnluZhou2TuoZhao2AbstractSimpleﬁrstorderalgorithmssuchasStochasticGradientDescent(SGD)anditsvariant...
of the in Importance Toward
2023-11-13 14:48:4816572.01 MB27
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Topological Data Analysis of Decision Boundaries with Application to Model Selection
TopologicalDataAnalysisofDecisionBoundarieswithApplicationtoModelSelectionKarthikeyanNatesanRamamurthy1KushR.Varshney1KrishnanMody12Abstractofneuralnetworkdecisionboundaries.Persistenthomologyinvol...
of with Analysis Data Decision
2023-11-13 14:48:481371428.96 KB16
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Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering
TightKernelQueryComplexityofKernelRidgeRegressionandKernelk-meansClusteringManuelFerna´ndez1DavidP.Woodruff1TaisukeYasuda2Abstractbetweentwodatapointswiththeirinnerproductafterap-plyingakernelmap,...
of Kernel Complexity Regression Ridge
2023-11-13 14:48:47919329.86 KB23
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The Natural Language of Actions
TheNaturalLanguageofActionsGuyTennenholtz1ShieMannor1AbstractFigure1.Aschematicvisualizationofactionpairembeddingsinanavigationdomainusingadistributionalrepresentationmethod.WeintroduceAct2Vec,agen...
of the Natural Language Actions
2023-11-13 14:48:4615472.19 MB13
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The Implicit Fairness Criterion of Unconstrained Learning
TheImplicitFairnessCriterionofUnconstrainedLearningLydiaT.Liu1MaxSimchowitz1MoritzHardt1Abstractormoresensitiveattributes,aswellasarelatedcriterioncalledsufﬁciency(e.g.,Barocasetal.,2018),atthecos...
Learning of the Fairness Implicit
2023-11-13 14:48:4513035.39 MB5
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The information-theoretic value of unlabeled data in semi-supervised learning
TheInformation-TheoreticValueofUnlabeledDatainSemi-SupervisedLearningAlexanderGolovnev1Da´vidPa´l2Bala´zsSzo¨re´nyi2Abstractofalgorithmsindexedbythe(uncountablymany)distri-butionsoverthedomain...
of the Data in Value
2023-11-13 14:48:45609376.33 KB20
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The Effect of Network Width on Stochastic Gradient Descent and Generalization an Empirical Study
TheEffectofNetworkWidthonStochasticGradientDescentandGeneralization:anEmpiricalStudyDanielS.Park12JaschaSohl-Dickstein1QuocV.Le1SamuelL.Smith3AbstractWilsonetal.,2017;Sagunetal.,2017;Mandtetal.,201...
of on Stochastic the Network
2023-11-13 14:48:4515751.13 MB30
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The advantages of multiple classes for reducing overfitting from test set reuse
TheAdvantagesofMultipleClassesforReducingOverﬁttingfromTestSetReuseVitalyFeldman12RoyFrostig1MoritzHardt34Abstracttransferrathergracefullytoanewlycollectedtestsetcol-lectedfromthesamesourceaccordi...
of for the Multiple Classes
2023-11-13 14:48:441193381.2 KB26
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Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization
SurrogateLossesforOnlineLearningofStepsizesinStochasticNon-ConvexOptimizationZhenxunZhuang1AshokCutkosky2FrancescoOrabona13Abstractstepsizeηt>0.Inordertoachieveafastconvergence,thestepsizesmustbec...
Learning of for Online Losses
2023-11-13 14:48:41686371.27 KB17
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Statistical Foundations of Virtual Democracy
StatisticalFoundationsofVirtualDemocracyAnsonKahng1MinKyungLee1RiteshNoothigattu1ArielD.Procaccia1AlexandrosPsomas1Abstractpledilemmas;second,learnmodelsoftheirpreferences,whichgeneralizetoany(prev...
of Statistical Foundations Virtual Democracy
2023-11-13 14:48:3715252.49 MB21
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Spectral Clustering of Signed Graphs via Matrix Power Means
SpectralClusteringofSignedGraphsviaMatrixPowerMeansPedroMercado12FrancescoTudisco3MatthiasHein2Abstractexample,canexpresspositiveinteractions,likefriendshipandtrust,andnegativeones,likeenmityanddis...
of Matrix via graphs Clustering
2023-11-13 14:48:3516005.19 MB15
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Similarity of Neural Network Representations Revisited
SimilarityofNeuralNetworkRepresentationsRevisitedSimonKornblith1MohammadNorouzi1HonglakLee1GeoffreyHinton1AbstractThispaperinvestigatestheproblemofmeasuringsimilari-tiesbetweendeepneuralnetworkrepr...
of Neural Representations Revisited Network
2023-11-13 14:48:347711.41 MB9
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Sensitivity Analysis of Linear Structural Causal Models
SensitivityAnalysisofLinearStructuralCausalModelsCarlosCinelli1DanielKumor2BryantChen3JudeaPearl1EliasBareinboim2Abstractdertoobtaincausalclaims.Theseassumptionsareusuallyencodedastheabsenceofcerta...
Structural of Models Analysis Causal
2023-11-13 14:48:321120352.18 KB23
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Scalable Training of Inference Networks for Gaussian-Process Models
ScalableTrainingofInferenceNetworksforGaussian-ProcessModelsJiaxinShi1MohammadEmtiyazKhan2JunZhu1AbstractFigure1.InferencenetworksforGPsareanalternativewaytopredictoutputf∗giventestinputsx∗.Infer...
of for Networks Inference Scalable
2023-11-13 14:48:2914581.31 MB15
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Robust Estimation of Tree Structured Gaussian Graphical Models
RobustEstimationofTreeStructuredGaussianGraphicalModelsAshishKatiyar1JessicaHoffmann1ConstantineCaramanis1Abstractmatrix,Σ,wehaveaccessonlytoM=Σ+D,thesumofthecovariancematrixandadiagonalmatrix.In...
of Gaussian Robust Estimation Tree
2023-11-13 14:48:2617011.33 MB13
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Refined Complexity of PCA with Outliers
ReﬁnedComplexityofPCAwithOutliersFedorFomin1PetrGolovach1FahadPanolan1KirillSimonov1Abstractlow-rankapproximationofdatamatrixMbysolvingPrincipalcomponentanalysis(PCA)isoneoftheminimizeM−L2mostfun...
of with Complexity Outliers PCA
2023-11-13 14:48:231841321.25 KB15
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Regret Circuits Composability of Regret Minimizers
RegretCircuits:ComposabilityofRegretMinimizersGabrieleFarina1ChristianKroer2TuomasSandholm1345Abstractvariants,alongwithotherscalabilitytechniquessuchasreal-timeendgamesolving(Ganzfried&Sandholm,20...
of Regret Circuits Composability Minimizers
2023-11-13 14:48:221483517.51 KB12
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