"Optimality"的相关文档

标签“Optimality”的相关文档，共10条

Training Quantized Neural Networks to Global Optimality via Semidefinite Programming
TrainingQuantizedNeuralNetworkstoGlobalOptimalityviaSemideﬁniteProgrammingBurakBartan1MertPilanci1Abstractdimensionsusingsemideﬁniteprogramming(Bartan&Pi-lanci,2021).Inthiswork,wetakeasimilarconv...
Neural Networks to Global Training
2023-11-16 19:42:141343883.91 KB1
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One for One, or All for All Equilibria and Optimality of Collaboration in Federated Learning
OneforOne,orAllforAll:EquilibriaandOptimalityofCollaborationinFederatedLearningAvrimBlum1NikaHaghtalab2RichardLanasPhillips3HanShao1Abstractpitals(Wenetal.,2019;Powell,2019)anddevices(McMa-han&Rama...
for and All One Optimality
2023-11-16 19:28:231616380.75 KB21
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On the Optimality of Batch Policy Optimization Algorithms
OntheOptimalityofBatchPolicyOptimizationAlgorithmsChenjunXiao12YifanWu3TorLittlemore4BoDai2JinchengMei12LihongLi†5CsabaSzepesvari14DaleSchuurmans12Abstractaﬁxeddatasetofpreviouslycollectedexperie...
of Optimization on the Policy
2023-11-16 19:15:478443.58 MB11
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Global Optimality Beyond Two Layers Training Deep ReLU Networks via Convex Programs
GlobalOptimalityBeyondTwoLayers:TrainingDeepReLUNetworksviaConvexProgramsTolgaErgen1MertPilanci1AbstractOutputUnderstandingthefundamentalmechanismbe-Inputhindthesuccessofdeepneuralnetworksisoneofth...
Deep Beyond Global Two Training
2023-11-16 18:46:4710981.3 MB8
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Doubly Robust Off-Policy Actor-Critic Convergence and Optimality
DoublyRobustOff-PolicyActor-Critic:ConvergenceandOptimalityTengyuXu1ZhuoranYang2ZhaoranWang3YingbinLiang1Abstract(Haarnojaetal.,2018),etc.However,thesesuccessesusu-allyrelyontheaccesstoon-policysam...
and Convergence Robust Off-Policy Doubly
2023-11-16 18:30:491221461.66 KB25
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Universal Asymptotic Optimality of Polyak Momentum
UniversalAverage-CaseOptimalityofPolyakMomentumDamienScieur1FabianPedregosa2Abstractmizationmethods.Thesimplexmethod,forexample,hasaworst-caseexponentialcomplexity,thatbecomespolyno-Polyakmomentum(...
of Momentum Optimality universal Asymptotic
2023-11-14 21:46:56571716.04 KB29
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On the Global Optimality of Model-Agnostic Meta-Learning
OntheGlobalOptimalityofModel-AgnosticMeta-Learning:ReinforcementLearningandSupervisedLearningLingxiaoWang1QiCai1ZhuoyanYang2ZhaoranWang1Abstracttimization,wheretheinnerlevelsolveseachsubtaskbasedon...
of on the Global Model-Agnostic
2023-11-14 21:45:331426282.36 KB28
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Median Matrix Completion from Embarrassment to Optimality
MedianMatrixCompletion:fromEmbarrassmenttoOptimalityWeidongLiu1XiaojunMao2RaymondK.W.Wong3Abstractﬂixdatahaslessthan1%ofobservedentriesofamatrixwitharound5×105rowsand2×104customers.Withtech-Inth...
from Matrix Completion to Optimality
2023-11-14 21:45:081158357.39 KB12
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Optimality Implies Kernel Sum Classifiers are Statistically Efficient
OptimalityImpliesKernelSumClassiﬁersareStatisticallyEfﬁcientRaphaelA.Meyer1JeanHonorio1AbstractweconsiderbinaryclassiﬁcationwithKernelSupportVec-torMachines(SVM),whicharecomputedbysolvingaWeprop...
Kernel Sum Are Classifiers Implies
2023-11-13 14:48:10905385.48 KB27
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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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