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标签“with”的相关文档，共634条

Inter-domain Deep Gaussian Processes with RKHS Fourier Features
Inter-domainDeepGaussianProcessesTimG.J.Rudner1DinoSejdinovic2YarinGal1Abstractpoints-basedinferenceforGPsreliesonpointevaluationsandthus,byconstruction,createslocalapproximationstoInter-domainGaus...
with Deep Gaussian Processes Fourier
2023-11-14 21:44:4119871.7 MB25
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InfoGAN-CR Disentangling Generative Adversarial Networks with Contrastive Regularizers
InfoGAN-CRandModelCentrality:Self-supervisedModelTrainingandSelectionforDisentanglingGANsZinanLin1KiranK.Thekumparampil2GiuliaFanti1SewoongOh3Abstract1.IntroductionDisentangledgenerativemodelsmapal...
Networks Adversarial Generative with Disentangling
2023-11-14 21:44:4019742.54 MB13
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Inexact Tensor Methods with Dynamic Accuracies
InexactTensorMethodswithDynamicAccuraciesNikitaDoikov1YuriiNesterov2Abstractberg,2018;Doikov&Richta´rik,2018;Wangetal.,2018;Zhouetal.,2019),whichhavebetterconvergencerate,thanInthispaper,westudyin...
with Methods Dynamic Tensor Inexact
2023-11-14 21:44:3912517.5 MB12
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Individual Calibration with Randomized Forecasting
IndividualCalibrationwithRandomizedForecastingShengjiaZhao1TengyuMa1StefanoErmon1Abstractbrated,itispossiblethatthetrueoutcomeisalwaysbelowthepredictedmedianonasubgroup(e.g.,men),andalwaysMachinele...
with individual Calibration Randomized Forecasting
2023-11-14 21:44:3717252.49 MB11
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Improved Sleeping Bandits with Stochastic Action Sets and Adversarial Rewards
ImprovedSleepingBanditswithStochasticActionsSetsandAdversarialRewardsAadirupaSaha1PierreGaillard2MichalValko3Abstractetal.,2012).Howeverinvariousrealworldapplications,thedecisionspace(setofarmsA)of...
with Stochastic Bandits Improved Action
2023-11-14 21:44:35703489.72 KB18
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Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters
GraphConvolutionalNetworkforRecommendationwithLow-passCollaborativeFiltersWenhuiYu1ZhengQin12Abstractthesignalofeachnodewithitsneighborhoods(Zhouetal.,2018).Byconstrainingthekernel,GCNslosetheabili...
for with Graph Convolutional Network
2023-11-14 21:44:251234930.41 KB26
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Gradient-free Online Learning in Continuous Games with Delayed Rewards
Gradient-freeOnlineLearninginGameswithDelayedRewardsAmélieHéliou1PanayotisMertikopoulos21ZhengyuanZhou3AbstractSimilarissuesalsoariseinoperationsresearch,onlinemachinelearning,andotherﬁeldswhere...
Learning Online with in Games
2023-11-14 21:44:251217332.46 KB29
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Gradient Temporal-Difference Learning with Regularized Corrections
GradientTemporal-DifferenceLearningwithRegularizedCorrectionsSinaGhiassian1AndrewPatterson1ShivamGarg1DhawalGupta1AdamWhite12MarthaWhite1Abstractlearnapolicyfromhumandemonstrations.Ingeneral,manyal...
Learning with Gradient Regularized Temporal-Difference
2023-11-14 21:44:2518552.66 MB2
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GNN-FiLM Graph Neural Networks with Feature-wise Linear Modulation
GNN-FiLM:GraphNeuralNetworkswithFeature-wiseLinearModulationMarcBrockschmidt1AbstractMostneuralgraphlearningmethodscanbesummarisedasneuralmessagepassing(Gilmeretal.,2017):nodesareThispaperpresentsa...
Neural Networks with Graph Linear
2023-11-14 21:44:241958301.73 KB6
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Generative Adversarial Imitation Learning with Neural Network Parameterization Global Optimality and Convergence Rate
GenerativeAdversarialImitationLearningwithNeuralNetworkParameterization:GlobalOptimalityandConvergenceRateYufengZhang1QiCai1ZhuoranYang2ZhaoranWang1Abstractoptimalpolicy.IRLformulatesILasabilevelop...
Learning Neural Adversarial Generative with
2023-11-14 21:44:23937474.7 KB20
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Generative Flows with Matrix Exponential
GenerativeFlowswithMatrixExponentialChangyiXiao1LigangLiu1Abstractﬂowsmodels.Therearetwoprinciplesthatshouldbefol-lowed.First,theJacobiandeterminantshouldbecomputedGenerativeﬂowsmodelsenjoythepro...
Matrix Generative with Flows Exponential
2023-11-14 21:44:2315311.06 MB9
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Generalization Guarantees for Sparse Kernel Approximation with Entropic Optimal Features
GeneralizationGuaranteesforSparseKernelApproximationwithEntropicOptimalFeaturesLiangDing1RuiTuo1ShahinShahrampour1AbstractSupportVectorMachines(SVM)).Despitetheirsuccess,kernelmethodssufferfromInth...
for Kernel Sparse Approximation with
2023-11-14 21:44:211504557.11 KB24
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Generalisation error in learning with random features and the hidden manifold model
GeneralisationerrorinlearningwithrandomfeaturesandthehiddenmanifoldmodelFedericaGerace1BrunoLoureiro1FlorentKrzakala2MarcMézard2LenkaZdeborová1Abstracttiveresearchsubject.Thetraditionallearningth...
Learning with random in Features
2023-11-14 21:44:2014091.12 MB8
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Fractional Underdamped Langevin Dynamics Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise
FractionalUnderdampedLangevinDynamics:RetargetingSGDwithMomentumunderHeavy-TailedGradientNoiseUmutS¸ims¸ekli12LingjiongZhu3YeeWhyeTeh2MertGu¨rbu¨zbalaban4Abstract1.IntroductionStochasticgradien...
with Fractional Langevin SGD Dynamics
2023-11-14 21:44:1610414.04 MB12
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Fiedler Regularization Learning Neural Networks with Graph Sparsity
FiedlerRegularization:LearningNeuralNetworkswithGraphSparsityEdricTam1DavidDunson1Abstractthusbeendeveloped.Thesetechniquesoftenregularizethenetworksfromaglobal/uniformperspective,e.g.weightde-Wein...
Learning Neural Networks with Graph
2023-11-14 21:44:141041277.41 KB15
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Federated Learning with Only Positive Labels
FederatedLearningwithOnlyPositiveLabelsFelixX.Yu1AnkitSinghRawat1AdityaKrishnaMenon1SanjivKumar1AbstractThissettingcanalsobeextendedtothecasewhereeachuserhasaccesstodataassociatedwithasmallnumberof...
Learning with Labels Positive Federated
2023-11-14 21:44:14807280.02 KB10
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Fast OSCAR and OWL with Safe Screening Rules
FastOSCARandOWLRegressionviaSafeScreeningRulesRunxueBao1BinGu2HengHuang12Abstractwithoutanypriorinformationoffeaturegroups.Remark-ably,(Buetal.,2019)concludedthatithastwogoodproper-OrderedWeightedL...
and with Fast Safe Screening
2023-11-14 21:44:121040437.95 KB30
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Fast Learning of Graph Neural Networks with Guaranteed Generalizability One-hidden-layer Case
FastLearningofGraphNeuralNetworkswithGuaranteedGeneralizability:One-hidden-layerCaseShuaiZhang1MengWang1SijiaLiu2Pin-YuChen3JinjunXiong3Abstract1.IntroductionAlthoughgraphneuralnetworks(GNNs)haveGr...
Learning of Neural Networks with
2023-11-14 21:44:12652739.83 KB18
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Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance
FastDeterministicCURMatrixDecompositionwithAccuracyAssuranceYasutoshiIda12SekitoshiKanai1YasuhiroFujiwara3TomoharuIwata3KohTakeuchi24HisashiKashima24Abstractthedatamatrix.Namely,thedecomposedmatric...
Matrix with Fast Decomposition Accuracy
2023-11-14 21:44:111736445.98 KB19
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Fairwashing explanations with off-manifold detergent
FairwashingExplanationswithOff-ManifoldDetergentChristopherJ.Anders1PlamenPasliev1Ann-KathrinDombrowski1Klaus-RobertMu¨ller123PanKessel1Abstractquestionablefeatures.Itcanfurthermoreprovidefeedback...
with Explanations Fairwashing off-manifold detergent
2023-11-14 21:44:091006844.09 KB19
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