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标签“with”的相关文档，共634条

Importance Sampling Policy Evaluation with an Estimated Behavior Policy
ImportanceSamplingPolicyEvaluationwithanEstimatedBehaviorPolicyJosiahP.Hanna1ScottNiekum1PeterStone1Abstractdeterminetheexpectedreturn–sumofrewards–thatanevaluationpolicy,πe,willobtainwhendeploy...
Sampling An with Evaluation Policy
2023-11-13 14:47:2811191.92 MB10
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Hybrid Models with Deep and Invertible Features
HybridModelswithDeepandInvertibleFeaturesEricNalisnick1AkihiroMatsukawa1YeeWhyeTeh1DilanGorur1BalajiLakshminarayanan1Abstractdetection(Bishop,1994),semi-supervisedlearning(Drucketal.,2007),andinfor...
Models and with Deep Features
2023-11-13 14:47:2615641.27 MB21
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High-Fidelity Image Generation with Fewer Labels
High-FidelityImageGenerationwithFewerLabelsMarioLucic1MichaelTschannen2MarvinRitter1XiaohuaZhai1OlivierBachem1SylvainGelly1AbstractFigure1.MedianFIDofthebaselinesandtheproposedmethod.Theverticallin...
Generation with Image Labels High-Fidelity
2023-11-13 14:47:25557820.49 KB26
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Guided evolutionary strategies augmenting random search with surrogate gradients
Guidedevolutionarystrategies:AugmentingrandomsearchwithsurrogategradientsNiruMaheswaranathan1LukeMetz1GeorgeTucker1DamiChoi1JaschaSohl-Dickstein1Abstractmethodssuchasgradientdescentarepopularduetot...
with random Search Strategies Evolutionary
2023-11-13 14:47:2413152.68 MB18
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Guarantees for Spectral Clustering with Fairness Constraints
GuaranteesforSpectralClusteringwithFairnessConstraintsMattha¨usKleindessner1SamiraSamadi2PranjalAwasthi1JamieMorgenstern2Abstracttostudyappropriatenotionsoffairnessforunsupervisedlearningsettings(...
for with Guarantees Clustering Spectral
2023-11-13 14:47:231335610.74 KB15
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Gaining Free or Low-Cost Interpretability with Interpretable Partial Substitute
GainingFreeorLow-CostTransparencywithInterpretablePartialSubstituteTongWang1Abstractingtwosolutionsforfacilitatinghumanunderstandability.Thisworkaddressesthesituationwhereablack-Theﬁrstsolutionist...
with Interpretable Interpretability or Gaining
2023-11-13 14:47:151280619.26 KB30
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Flow++ Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Flow++:ImprovingFlow-BasedGenerativeModelswithVariationalDequantizationandArchitectureDesignJonathanHo1XiChen12AravindSrinivas1YanDuan2PieterAbbeel12Abstractvideos,toaudiosignalsandnaturallanguage(...
Models Variational Generative with Improving
2023-11-13 14:47:1512995.88 MB28
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Formal Privacy for Functional Data with Gaussian Perturbations
FormalPrivacyforFunctionalDatawithGaussianPerturbationsArdalanMirshani1MatthewReimherr1AleksandraSlavkovic1Abstractdata,withthecorrespondingbranchofstatisticscalledfunc-tionaldataanalysis,FDA.FDAis...
for with Gaussian Data Formal
2023-11-13 14:47:146272.19 MB15
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Flat Metric Minimization with Applications in Generative Modeling
FlatMetricMinimizationwithApplicationsinGenerativeModelingThomasMo¨llenhoff1DanielCremers1Abstractfromlefttorightwevarythelatentcodez1(time)WetakethenovelperspectivetoviewdatanotFigure1.Discoverin...
Generative with in Applications Minimization
2023-11-13 14:47:139901.04 MB26
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Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning
Finite-TimeAnalysisofDistributedTD(0)withLinearFunctionApproximationforMulti-AgentReinforcementLearningThinhT.Doan12SivaThejaMaguluri1JustinRomberg2Abstractenvironment,oftenmodeledasaMarkovDecision...
of Distributed with Analysis Linear
2023-11-13 14:47:131964344 KB15
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Faster Attend-Infer-Repeat with Tractable Probabilistic Models
FasterAttend-Infer-RepeatwithTractableProbabilisticModelsKarlStelzner1RobertPeharz2KristianKersting13AbstractRecently,deepneuralgenerativemodelssuchasvariationalautoencoders(VAEs)(Kingma&Welling,20...
Models with Probabilistic Faster Tractable
2023-11-13 14:47:1014352.31 MB20
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Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations
FastandSimpleNatural-GradientVariationalInferencewithMixtureofExponential-familyApproximationsWuLin1MohammadEmtiyazKhan2MarkSchmidt1AbstractMinimalMixtureofEFExamplesofMCEFsConditionallyCurvedEFFin...
Inference Variational and with simple
2023-11-13 14:47:098362.99 MB13
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Fast Algorithm for Generalized Multinomial Models with Ranking Data
FastAlgorithmforGeneralizedMultinomialModelswithRankingDataJiaqiGu1GuoshengYin1Abstractsharedstructuresinthelog-likelihoodfunction.Wetheoret-icallyshowthatthemaximumlikelihoodestimator(MLE)Wedevelo...
for Models with Algorithm Fast
2023-11-13 14:47:08730352.31 KB14
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Fairness without Harm Decoupled Classifiers with Preference Guarantees
FairnesswithoutHarm:DecoupledClassiﬁerswithPreferenceGuaranteesBerkUstun1YangLiu2DavidC.Parkes1AbstractManyoftheproposedmethodsforfairmachinelearninghaveaimedtobuildmodelsthatpredictorperforminthe...
with without Decoupled Fairness Classifiers
2023-11-13 14:47:0814833.74 MB5
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Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation
ExplainingDeepNeuralNetworkswithaPolynomialTimeAlgorithmforShapleyValuesApproximationMarcoAncona1CengizO¨ztireli2MarkusGross12Abstractton,2016),severalworkshavefocusedoninvestigatingmethodsforloca...
Neural Networks with Deep Time
2023-11-13 14:47:05968664.43 KB12
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Escaping Saddle Points with Adaptive Gradient Methods
EscapingSaddlePointswithAdaptiveGradientMethodsMatthewStaib12SashankReddi3SatyenKale3SanjivKumar3SuvritSra1AbstractAdagradupdatestheparametersinthefollowingmanner:AdaptivemethodssuchasAdamandRMSPro...
Adaptive with Gradient Methods Saddle
2023-11-13 14:47:041046621.37 KB14
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EMI Exploration with Mutual Information
EMI:ExplorationwithMutualInformationHyoungseokKim12JaekyeomKim12YeonwooJeong12SergeyLevine3HyunOhSong12Abstract83Reinforcementlearningalgorithmsstrugglewhen177therewardsignalisverysparse.Inthesecas...
with Exploration Information Mutual EMI
2023-11-13 14:47:0317537.33 MB6
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Efficient optimization of loops and limits with randomized telescoping sums
EfﬁcientOptimizationofLoopsandLimitswithRandomizedTelescopingSumsAlexBeatson1RyanP.Adams1Abstractovertime,eachlearningsteprequiresloopingovertimesteps.Morebroadly,inmanyscientiﬁcandengineeringWec...
of Efficient Optimization and with
2023-11-13 14:47:029191.95 MB2
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Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
EfﬁcientNonconvexRegularizedTensorCompletionwithStructure-awareProximalIterationsQuanmingYao12JamesT.Kwok2BoHan3AbstractInmanyapplications,onlyafewtensorentriesareob-served.Forexample,ofteneachYou...
Efficient Completion with Tensor Nonconvex
2023-11-13 14:47:011647557.03 KB30
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Efficient Dictionary Learning with Gradient Descent
EfﬁcientDictionaryLearningwithGradientDescentDarGilboa12SamBuchanan32JohnWright32Abstractthesemaybehighlysuboptimal,sincenonconvexoptimiza-tionisingeneralanNP-hardprobem(Bertsekas,1999).Randomlyin...
Learning Efficient with Gradient Descent
2023-11-13 14:47:005891.32 MB2
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