"Gradient-Based"的相关文档

标签“Gradient-Based”的相关文档，共9条

Train simultaneously, generalize better Stability of Gradient-Based minimax learners
Trainsimultaneously,generalizebetter:StabilityofGradient-BasedminimaxlearnersFarzanFarnia1AsumanOzdaglar1Abstract2014)andadversarialtraining(Madryetal.,2017)haveachievedgreatsuccessoverawidearrayof...
of Stability Gradient-Based Better Generalize
2023-11-16 19:42:1313561.02 MB1
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SMG A Shuffling Gradient-Based Method with Momentum
SMG:AShufﬂingGradient-BasedMethodwithMomentumTrangH.Tran1LamM.Nguyen2QuocTran-Dinh3Abstractlearning,including,butnotlimitedto,logisticregression,multi-kernellearning,conditionalrandomﬁelds,andneu...
with Momentum Method Gradient-Based Shuffling
2023-11-16 19:41:51807774.67 KB22
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Continuous-time Lower Bounds for Gradient-Based Algorithms
Continuous-timeLowerBoundsforGradient-BasedAlgorithmsMichaelMuehlebach1MichaelI.Jordan1Abstractindependentlowerboundsthenresultfromanunboundedincreaseintheproblemdimension.Thisestablishes,forThisar...
for Algorithms bounds Gradient-Based Continuous-Time
2023-11-14 21:43:36866481.65 KB2
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Provable Guarantees for Gradient-Based Meta-Learning
ProvableGuaranteesforGradient-BasedMeta-LearningMikhailKhodak1Maria-FlorinaBalcan1AmeetTalwalkar12Abstractwithexamples(xi,yi)∈X×Yforanunseentask,thepopularMAMLalgorithm(Finnetal.,2017)outputsWest...
for Guarantees Gradient-Based Meta-Learning Provable
2023-11-13 14:48:18560877 KB12
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Game Theoretic Optimization via Gradient-Based Nikaido-Isoda Function
GameTheoreticOptimizationviaGradient-BasedNikaido-IsodaFunctionArvindU.Raghunathan1AnoopCherian1DeveshK.Jha1Abstract(NE).WedenotebySNEthesetofallNEpoints,i.e.,SNE={x(1)holds}.Intheabsenceofconvexit...
Optimization via Gradient-Based Function Theoretic
2023-11-13 14:47:167221.13 MB26
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Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace
Gradient-BasedMeta-LearningwithLearnedLayerwiseMetricandSubspaceYoonhoLee1SeungjinChoi1Abstractoperatesontheleveloftasks,gatheringinformationfromseveralinstancesoftask-speciﬁclearners.Atask-speci...
and with Gradient-Based Metric Learned
2023-11-13 11:59:411634713.55 KB6
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Fast Gradient-Based Methods with Exponential Rate A Hybrid Control Framework
FastGradient-BasedMethodswithExponentialRate:AHybridControlFrameworkArmanShariﬁKolarijani1PeymanMohajerinEsfahani1Tama´sKeciczky1Abstracttheanalysisanddesignofoptimizationalgorithms.Con-sideranit...
with Methods Fast Gradient-Based Rate
2023-11-13 11:59:331164375.14 KB17
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Forward and Reverse Gradient-Based Hyperparameter Optimization
ForwardandReverseGradient-BasedHyperparameterOptimizationLucaFranceschi12MicheleDonini1PaoloFrasconi3MassimilianoPontil12Abstractresponsefunction,Bayesianoptimizationapproachespro-videanaturalframe...
Optimization and Gradient-Based Forward Reverse
2023-11-12 20:44:251193404.86 KB3
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Failures of Gradient-Based Deep Learning
FailuresofGradient-BasedDeepLearningShaiShalev-Shwartz1OhadShamir2ShakedShammah1Abstractbothparties:fromapractitioner’sperspective,emphasizingthedifﬁcultiesprovidespracticalinsightstothetheoreti-...
Learning of Deep Failures Gradient-Based
2023-11-12 20:44:221814554.26 KB3
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