"bounds"的相关文档

标签“bounds”的相关文档，共54条

Lower bounds for Smooth Nonconvex Finite-Sum Optimization
LowerboundsforSmoothNonconvexFinite-SumOptimizationDongruoZhou1QuanquanGu1Abstractofﬁrst-orderalgorithmsforsolving(1.1),whichhaveac-cessestotheIncrementalFirst-orderOracle(IFO)(AgarwalSmoothﬁnite...
for Optimization bounds Nonconvex Smooth
2023-11-13 14:47:471753337.02 KB25
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Tighter Variational bounds are Not Necessarily Better
TighterVariationalboundsareNotNecessarilyBetterTomRainforth1AdamR.Kosiorek12TuanAnhLe2ChrisJ.Maddison1MaximilianIgl2FrankWood3YeeWhyeTeh1Abstract&Kamp,1988;Hinton&Zemel,1994;Gregoretal.,2016;Chenet...
Variational bounds Are Better Not
2023-11-13 12:00:537591.03 MB22
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Tight Regret bounds for Bayesian Optimization in One Dimension
TightRegretboundsforBayesianOptimizationinOneDimensionJonathanScarlett1Abstract2010),whoconsiderthecumulativeregret:WeconsidertheproblemofBayesianoptimiza-Ttion(BO)inonedimension,underaGaussianproc...
for Optimization Bayesian in Regret
2023-11-13 12:00:52516626.12 KB6
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Stronger Generalization bounds for Deep Nets via a Compression Approach
StrongerGeneralizationboundsforDeepNetsviaaCompressionApproachSanjeevArora1RongGe2BehnamNeyshabur3YiZhang1AbstractfueledresearchinthisareabyshowingexperimentallythatstandardarchitecturesusingSGDand...
for Deep via generalization bounds
2023-11-13 12:00:471298630.13 KB2
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Problem Dependent Reinforcement Learning bounds Which Can Identify Bandit Structure in MDPs
ProblemDependentReinforcementLearningboundsWhichCanIdentifyBanditStructureinMDPsAndreaZanette1EmmaBrunskill1Abstract(MDPs)andpartiallyobservableMDPs(POMDPs).Ban-ditsassumethattheactionstakendonotim...
Learning Reinforcement Can bounds Problem
2023-11-13 12:00:281431417.99 KB12
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Partial Optimality and Fast Lower bounds for Weighted Correlation Clustering
PartialOptimalityandFastLowerboundsforWeightedCorrelationClusteringJan-HendrikLange12AndreasKarrenbauer1BjoernAndres134Abstractsolution.Weightedcorrelationclusteringingeneralgraphsishardtosolveexac...
for and Fast bounds Partial
2023-11-13 12:00:241733389.61 KB4
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Improved Regret bounds for Thompson Sampling in Linear Quadratic Control Problems
ImprovedRegretboundsforThompsonSamplinginLinearQuadraticControlProblemsMarcAbeille1AlessandroLazaric2Abstracthasbeenmostlyaddressedfollowingtwomainapproaches:optimism-in-face-of-uncertainty(OFU)and...
for Sampling in Regret bounds
2023-11-13 11:59:461691347.15 KB20
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Dropout Training, Data-dependent Regularization, and Generalization bounds
DropoutTraining,Data-dependentRegularization,andGeneralizationboundsWenlongMou1YuchenZhou2JunGao3LiweiWang34Abstractexperimentalstudieshaveshowntheregularizationeffectincurredbydropout,asthegapbetw...
and Dropout generalization bounds Regularization
2023-11-13 11:59:29925334.29 KB28
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bounds on the Approximation Power of Feedforward Neural Networks
boundsontheApproximationPowerofFeedforwardNeuralNetworksMohammadMehrabi1AslanTchamkerten2MansoorI.Youseﬁ2AbstractDeterminingthecapacityofaneuralnetworkswithapiece-wiselinearactivationfunctiontypic...
of Approximation on the bounds
2023-11-13 11:59:111490356.54 KB28
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Uniform Deviation bounds for k-Means Clustering
UniformDeviationboundsfork-MeansClusteringOlivierBachem1MarioLucic1S.HamedHassani1AndreasKrause1AbstractRelatedwork.TraditionalVapnik-Chervonenkistheoryprovidestoolstoobtainuniformdeviationboundsfo...
for Clustering k-Means bounds Uniform
2023-11-12 20:45:271241555.15 KB7
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Tight bounds for Approximate Carathéodory and Beyond
TightboundsforApproximateCarathéodoryandBeyondVahabMirrokni1RenatoPaesLeme1AdrianVladu2SamChiu-waiWong3Abstractversionstatesthatifoneiswillingtotolerateanerrorof✏in`norm,OD2p/✏2verticessufﬁceto...
for and Approximate bounds Tight
2023-11-12 20:45:241965755.03 KB26
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Risk bounds for Transferring Representations With and Without Fine-Tuning
RiskboundsforTransferringRepresentationsWithandWithoutFine-TuningDanielMcNamara1Maria-FlorinaBalcan2Abstractneuralnetworks.1Underthis‘representation-as-a-service’model,ausermayexpecttoaccessthere...
for Representations and with bounds
2023-11-12 20:45:081031426.04 KB23
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Minimax Regret bounds for Reinforcement Learning
MinimaxRegretboundsforReinforcementLearningMohammadGheshlaghiAzar1IanOsband1RémiMunos1AbstractThemostcommonapproachtothislearningproblemistoseparatetheprocessofestimationandoptimization.Weconsider...
Learning for Reinforcement Regret bounds
2023-11-12 20:44:481617405.06 KB16
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Estimating individual treatment effect generalization bounds and algorithms
Estimatingindividualtreatmenteffect:generalizationboundsandalgorithmsUriShalit1FredrikD.Johansson2DavidSontag23Abstractdatawhichcontainspastactions,theiroutcomes,andpos-siblymorecontext,butwithoutd...
and Estimating individual treatment effect
2023-11-12 20:44:201754489.49 KB3
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