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标签“of”的相关文档，共557条

GeomCA Geometric Evaluation of Data Representations
GeomCA:GeometricEvaluationofDataRepresentationsPetraPoklukar1AnastasiaVarava1DanicaKragic1Abstractlearningandrobotics,usefulnessofrepresentationsisevalu-atedontheperformanceofthepolicy(Ghadirzadehe...
of Representations Data Evaluation Geometric
2023-11-16 18:46:4616042.69 MB14
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Generative Particle Variational Inference via Estimation of Functional Gradients
GenerativeParticleVariationalInferenceviaEstimationofFunctionalGradientsNealeRatzlaff1QinxunBai2LiFuxin1WeiXu2Abstractnetworktraininginordertoprovideaprincipledwaytoas-sessmodeluncertainty.Thegoali...
of Inference Variational Generative via
2023-11-16 18:46:4617912.91 MB13
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Generalization Bounds in the Presence of Outliers a Median-of-Means Study
GeneralizationBoundsinthePresenceofOutliers:aMedian-of-MeansStudyPierreLaforgue1GuillaumeStaerman2StephanClémençon2Abstractcorruptionoftheobservationsacquired.Fromastatisticalperspective,twoframe...
of the in generalization bounds
2023-11-16 18:46:4410285.42 MB13
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Finite-Sample Analysis of off-Policy Natural Actor-Critic Algorithm
Finite-SampleAnalysisofoff-PolicyNaturalActor-CriticAlgorithmSajadKhodadadian∗1ZaiweiChen∗2SivaThejaMaguluri1AbstractAnACalgorithmcanbethoughtasageneralizedpolicyiter-ation(Puterman,1995),andcons...
of Algorithm Analysis Off-Policy Natural
2023-11-16 18:38:121504508.18 KB19
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Few-shot Language Coordination by Modeling Theory of Mind
Few-shotLanguageCoordinationbyModelingTheoryofMindHaoZhu1GrahamNeubig1YonatanBisk1Abstractprocess,withawidevarietyofworksexaminingcommuni-cationbetweenagentsviaeithercompletelyartiﬁcialemer-Nomani...
of by Theory Modeling Language
2023-11-16 18:38:111270620.21 KB23
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Federated Learning of User Verification Models Without Sharing Embeddings
FederatedLearningofUserVeriﬁcationModelsWithoutSharingEmbeddingsHosseinHosseini1HyunsinPark1SungrackYun1ChristosLouizos1JosephSoriaga1MaxWelling1Abstractbeddingiscloseenoughtoareferenceembedding,a...
Learning of Models without Federated
2023-11-16 18:38:1015914.2 MB13
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Fast Sketching of Polynomial Kernels of Polynomial Degree
FastSketchingofPolynomialKernelsofPolynomialDegreeZhaoSong1DavidP.Woodruff2ZhengYu3LichenZhang4Abstractdatapointsislarge.Typically,applyingthekernelfunc-tiontoeachpairofdatapointstakesO(d)time.This...
of Fast Kernels Sketching Polynomial
2023-11-16 18:38:08624365.76 KB20
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Fairness of Exposure in Stochastic Bandits
FairnessofExposureinStochasticBanditsLequnWang1YiweiBai1WenSun1ThorstenJoachims1AbstractWhilemaximizinguserresponsesmayarguablybeintheinterestoftheplatformanditsusersatleastintheshortterm,Contextua...
of Stochastic in Bandits Fairness
2023-11-16 18:38:081268949.6 KB27
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Exact Optimization of Conformal Predictors via Incremental and Decremental Learning
ExactOptimizationofConformalPredictorsviaIncrementalandDecrementalLearningGiovanniCherubin1KonstantinosChatzikokolakis2MartinJaggi3Abstractclustering(Cherubinetal.,2015).Furthermore,theycanbeusedto...
of Optimization via Incremental Exact
2023-11-16 18:38:041570450.34 KB4
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Estimation and Quantization of Expected Persistence Diagrams
EstimationandQuantizationofExpectedPersistenceDiagramsVincentDivol1ThéoLacombe1Abstractmulti-scalefashion.Relyingonpersistenthomologytheory(Edelsbrunneretal.,2000;Zomorodian&Carlsson,2005;Persiste...
of and Estimation Persistence Diagrams
2023-11-16 18:38:0310071.06 MB23
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Evaluating Robustness of Predictive Uncertainty Estimation Are Dirichlet-based Models Reliable
EvaluatingRobustnessofPredictiveUncertaintyEstimation:AreDirichlet-basedModelsReliable?Anna-KathrinKopetzki1BertrandCharpentier1DanielZügner1SandhyaGiri1StephanGünnemann1AbstractFigure1.Visualiza...
of Estimation Evaluating Are Robustness
2023-11-16 18:38:021884710.4 KB7
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Equivariant Learning of Stochastic Fields Gaussian Processes and Steerable Conditional Neural Processes
EquivariantLearningofStochasticFields:GaussianProcessesandSteerableConditionalNeuralProcessesPeterHolderrieth1MichaelHutchinson1YeeWhyeTeh12AbstractFigure1.Aschematicofequivariantlearningofvectorﬁ...
Learning of Gaussian Stochastic Processes
2023-11-16 18:38:016731.53 MB21
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Equivariant message passing for the prediction of tensorial properties and molecular spectra
EquivariantMessagePassingforthePredictionofTensorialPropertiesandMolecularSpectraKristofT.Schu¨tt12OliverT.Unke12MichaelGastegger13Abstractoryquicklybecomeprohibitiveforlargesystemsandthepredictio...
of for the Prediction Message
2023-11-16 18:38:016961.09 MB8
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End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series
End-to-EndLearningofCoherentProbabilisticForecastsforHierarchicalTimeSeriesSyamaSundarRangapuram1LucienD.Werner23KonstantinosBenidis1PedroMercado1JanGasthaus1TimJanuschowski1Abstractanddevoidoftheh...
Learning of for Coherent Probabilistic
2023-11-16 18:38:0111231.4 MB28
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Enhancing Robustness of Neural Networks through Fourier Stabilization
EnhancingRobustnessofNeuralNetworksthroughFourierStabilizationNetanelRaviv1AidanKelley1MichaelGuo1YevgenyVorobeychik1Abstractevasionattacks(Grosseetal.,2016;Li&Vorobeychik,2018;Laskovetal.,2014;Xue...
of Neural Networks through Robustness
2023-11-16 18:38:00697521.37 KB22
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Efficient Training of Robust Decision Trees Against Adversarial Examples
EfﬁcientTrainingofRobustDecisionTreesAgainstAdversarialExamplesDanie¨lVos1SiccoVerwer1Abstractetal.,2019),wecloselymimicthegreedyrecursivesplit-tingstrategythattraditionaldecisiontreesuseandwesco...
of Efficient Robust Trees Decision
2023-11-16 18:37:591638780.76 KB27
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Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model
EfﬁcientGenerativeModellingofProteinStructureFragmentsusingaDeepMarkovModelChristianB.Thygesen12AhmadSalimAl-Sibahi1ChristianS.Steenmanns2LysS.Moreta1AndersB.Sørensen2ThomasHamelryck13Abstractapr...
of Efficient Generative Structure Modelling
2023-11-16 18:37:5710101.45 MB1
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Efficient Differentiable Simulation of Articulated Bodies
EfﬁcientDifferentiableSimulationofArticulatedBodiesYi-LingQiao12JunbangLiang1VladlenKoltun2MingC.Lin1Abstract2019).However,theydonothaveaccesstoanalyticderiva-tivesofthearticulateddynamics.Therefo...
of Efficient Differentiable Simulation Articulated
2023-11-16 18:37:5715781.38 MB9
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Function Contrastive Learning of Transferable Meta-Representations
FunctionContrastiveLearningofTransferableMeta-RepresentationsMuhammadWaleedGondal1ShrutiJoshi1NasimRahaman12StefanBauer13ManuelWu¨thrich1BernhardScho¨lkopf1AbstractrelyonthenumberofsamplesNbeingl...
Learning of Function Transferable Contrastive
2023-11-16 18:37:5512633.5 MB21
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Functional Space Analysis of Local GAN Convergence
FunctionalSpaceAnalysisofLocalGANConvergenceValentinKhrulkov1ArtemBabenko12IvanOseledets3Abstractousgradientdescent.InNagarajan&Kolter(2017)itwasshownthatundermildassumptions,thismethodislocallyRec...
of Analysis Local Convergence Space
2023-11-16 18:37:5518354.79 MB29
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