"Lipschitz"的相关文档

标签“Lipschitz”的相关文档，共10条

The Lipschitz Constant of Self-Attention
TheLipschitzConstantofSelf-AttentionHyunjikKim1GeorgePapamakarios1AndriyMnih1Abstractconstraintforneuralnetworks,tocontrolhowmuchanet-work’soutputcanchangerelativetoitsinput.SuchLips-Lipschitzcons...
of the Lipschitz Self-Attention Constant
2023-11-16 19:42:06557498.83 KB23
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Provable Lipschitz Certification for Generative Models
ProvableLipschitzCertiﬁcationforGenerativeModelsMattJordan1AlexandrosG.Dimakis1Abstractthroughavarietyofnonlinearoperatorsandrelatethistoa2-dimensionalgeometricproblemthatwesolveop-Wepresentascala...
for Models Generative Lipschitz Provable
2023-11-16 19:28:331680503.39 KB10
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Lipschitz normalization for self-attention layers with application to graph neural networks
LipschitzNormalizationforSelf-AttentionLayerswithApplicationtoGraphNeuralNetworksGeorgeDasoulas12KevinScaman1AladinVirmaux1Abstractclassification(Velickovicetal.,2018;Lietal.,2016)andcomputervision...
for with Lipschitz Normalization Application
2023-11-16 19:05:098452.28 MB19
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Generalised Lipschitz Regularisation Equals Distributional Robustness
GeneralisedLipschitzRegularisationEqualsDistributionalRobustnessZacCranko1ZhanShi2XinhuaZhang2RichardNock3SimonKornblith3AbstractInordertomakethisnotionofdistrustconcrete,weintro-Theproblemofadvers...
Lipschitz Robustness Distributional Generalised Regularisation
2023-11-16 18:46:4419491.15 MB4
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Tails of Lipschitz Triangular Flows
TailsofLipschitzTriangularFlowsPriyankJaini12IvanKobyzev3YaoliangYu12MarcusA.Brubaker34AbstractVanden-Eijnden,2010;Tabak&Turner,2013;Rezende&Mohamed,2015)andautoregressivemodels(Papamakar-Weinvesti...
of Lipschitz Flows Tails Triangular
2023-11-14 21:46:3913612.05 MB2
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Sorting Out Lipschitz Function Approximation
SortingOutLipschitzFunctionApproximationCemAnil12JamesLucas12RogerGrosse12AbstractExistingapproachestoenforceLipschitzconstraintsfallintotwocategories:regularizationandarchitecturalcon-Trainingneur...
Approximation Lipschitz Function Sorting Out
2023-11-13 14:48:3510011.82 MB5
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Optimal Algorithms for Lipschitz Bandits with Heavy-tailed Rewards
OptimalAlgorithmsforLipschitzBanditswithHeavy-tailedRewardsShiyinLu1GuanghuiWang1YaoHu2LijunZhang1Abstractfromaﬁxedbutunknownprobabilitydistributionassociatedwiththechosenarm.Inordertomaximizehisg...
for Algorithms with Optimal Bandits
2023-11-13 14:48:091645725.43 KB6
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Lipschitz Generative Adversarial Nets
LipschitzGenerativeAdversarialNetsZhimingZhou1JiadongLiang2YuxuanSong1LantaoYu3HongweiWang3WeinanZhang1YongYu1ZhihuaZhang2Abstract2018;Yadavetal.,2017),arestillnotfullyunderstood.Inthispaperweshowt...
Adversarial Generative Nets Lipschitz
2023-11-13 14:47:4513461.84 MB20
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Lipschitz Continuity in Model-based Reinforcement Learning
LipschitzContinuityinModel-basedReinforcementLearningKavoshAsadi1DipendraMisra2MichaelL.Littman1Abstractintroduceanovelcharacterizationofmodels,referredtoasaLipschitzmodelclass,thatrepresentsstocha...
Learning Reinforcement in Model-Based Lipschitz
2023-11-13 12:00:0410532.2 MB13
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Global optimization of Lipschitz functions
GlobaloptimizationofLipschitzfunctionsCe´dricMalherbe1NicolasVayatis1Abstractglobaloptimization(Pinte´r,1991),black-boxoptimization(Jonesetal.,1998)orderivative-freeoptimization(Rios&Thegoalofthe...
of Optimization Functions Global Lipschitz
2023-11-12 20:44:271321481.48 KB1
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