"Divergence"的相关文档

标签“Divergence”的相关文档，共10条

On the difficulty of unbiased alpha Divergence minimization
OntheDifﬁcultyofUnbiasedAlphaDivergenceMinimizationTomasGeffner1JustinDomke1AbstractExistingalpha-Divergenceminimizationalgorithmscanbeclassiﬁedintotwobroadgroups:biasedmethods(Li&Severalapproxim...
of on the Divergence Unbiased
2023-11-16 19:15:466437.43 MB15
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Offline Reinforcement Learning with Fisher Divergence Critic Regularization
OfﬂineReinforcementLearningwithFisherDivergenceCriticRegularizationIlyaKostrikov12JonathanTompson2RobFergus13OﬁrNachum2Abstractwheredeployinganewpolicytointeractwiththeliveen-vironmentisexpensive...
Learning with Reinforcement Fisher Divergence
2023-11-16 19:15:415161.56 MB16
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Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation
Non-NegativeBregmanDivergenceMinimizationforDeepDirectDensityRatioEstimationMasahiroKato1TakeshiTeshima2Abstractthedensityratiowhenanomaly-freeunlabeledtestdataareavailable(Hidoetal.,2008).Densityr...
for Deep Minimization Non-negative Divergence
2023-11-16 19:15:38863978.43 KB14
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Improved Contrastive Divergence Training of Energy-Based Models
ImprovedContrastiveDivergenceTrainingofEnergy-BasedModelsYilunDu1ShuangLi1JoshuaTenenbaum1IgorMordatch2AbstractFigure1:(Left)128x128samplesonunconditionalCelebA-HQ.(Right)128x128samplesonunconditio...
of Models Improved Energy-Based Training
2023-11-16 18:47:019928.08 MB13
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Spread Divergence
SpreadDivergenceMingtianZhang1PeterHayes1TomBird1RazaHabib1DavidBarber1Abstractsee(Csiszár,1967;Ali&Silvey,1966).Awell-knownf-DivergenceistheKullback-Leibler(KL)DivergenceFordistributionsPandQwith...
Divergence Spread
2023-11-14 21:46:296751009.86 KB14
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Model Fusion with Kullback--Leibler Divergence
ModelFusionwithKullback–LeiblerDivergenceSebastianClaici12MikhailYurochkin23SoumyaGhosh23JustinSolomon12Abstract(a)BayesianneuralnetworktrainedonbiaseddataWeproposeamethodtofuseposteriordistribu-t...
with Model Divergence Fusion Kullback--Leibler
2023-11-14 21:45:121189895.45 KB2
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Deep Divergence Learning
DeepDivergenceLearningKubraCilingir1RachelManzelli1BrianKulis1Abstractclassiﬁcation(Davisetal.,2007;Weinberger&Saul,2009;Goldbergeretal.,2004).Thesemethods,knownasMa-Classicallinearmetriclearningm...
Learning Deep Divergence
2023-11-14 21:43:4417421.82 MB12
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Composing Entropic Policies using Divergence Correction
ComposingEntropicPoliciesusingDivergenceCorrectionJonathanJHunt1AndreBarreto1TimothyPLillicrap1NicolasHeess1Abstractetal.,2012;Haith&Krakauer,2013)However,oncesuchskillshavebeenacquiredhumansrapidl...
Using Composing Policies Divergence Entropic
2023-11-13 14:46:4219911.95 MB23
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A Contrastive Divergence for Combining Variational Inference and MCMC
AContrastiveDivergenceforCombiningVariationalInferenceandMCMCFranciscoJ.R.Ruiz12MichalisK.Titsias3AbstractWedevelopamethodforcombiningVIandMCMCthatimprovesanexplicitvariationaldistribution(i.e.,wit...
for Inference Variational and Combining
2023-11-13 14:46:11911457.07 KB21
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A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI
ADivergenceBoundforHybridsofMCMCandVariationalInferenceandanApplicationtoLangevinDynamicsandSGVIJustinDomke1Abstractthem.Computingp(z)thusrequiresafullpassoverthedataset.TheideaofStochasticGradient...
of for and MCMC Divergence
2023-11-12 20:45:3316024.47 MB21
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