"Optimal"的相关文档

标签“Optimal”的相关文档，共93条

Let’s be Honest An Optimal No-Regret Framework for Zero-Sum Games
Let’sbeHonest:AnOptimalNo-RegretFrameworkforZero-SumGamesEhsanAsadiKangarshahi1Ya-PingHsieh1MehmetFatihSahin1VolkanCevher1Abstractresultingdynamicsisofgreatinterestinoptimizationandbehavioralecono...
An Be Optimal Framework Let
2023-11-13 12:00:021193358.53 KB7
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LeapsAndBounds A Method for Approximately Optimal Algorithm Configuration
LEAPSANDBOUNDS:AMethodforApproximatelyOptimalAlgorithmConﬁgurationGelle´rtWeisz1Andra´sGyo¨rgy12CsabaSzepesva´ri13Abstractwithanappropriateconﬁgurationmayﬁnishmuchfaster.Theplethoraofsolvers...
for Algorithm Optimal Method LeapsAndBounds
2023-11-13 11:59:531190458.74 KB12
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Computational Optimal Transport Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm
ComputationalOptimalTransport:ComplexitybyAcceleratedGradientDescentIsBetterThanbySinkhorn’sAlgorithmPavelDvurechensky1AlexanderGasnikov234AlexeyKroshnin234Abstractclustering(Hoetal.,2017),textcla...
Complexity Gradient by Optimal Transport
2023-11-13 11:59:171326412.46 KB4
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Byzantine-Robust Distributed Learning Towards Optimal Statistical Rates
Byzantine-RobustDistributedLearning:TowardsOptimalStatisticalRatesDongYin1YudongChen2KannanRamchandran1PeterBartlett13Abstractasworkermachines(McMahan&Ramage,2017;Konecˇny`etal.,2016).Suchmachines...
Learning Distributed Statistical Optimal Towards
2023-11-13 11:59:12640535.37 KB11
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An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks
AnOptimalControlApproachtoDeepLearningandApplicationstoDiscrete-WeightNeuralNetworksQianxiaoLi1ShujiHao1Abstractversionsoftheabovealgorithms.Morebroadly,necessaryconditionsforOptimalitycanbederived...
Learning An Deep Optimal to
2023-11-13 11:59:036761.14 MB21
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Provably Optimal Algorithms for Generalized Linear Contextual Bandits
ProvablyOptimalAlgorithmsforGeneralizedLinearContextualBanditsLihongLi1YuLu2DengyongZhou1Abstractetal.,2009;Lietal.,2010;2012).Intheproblemofper-sonalizednewsrecommendation,thewebsitemustrecom-Cont...
for Algorithms Optimal Contextual Provably
2023-11-12 20:45:04691312.21 KB5
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Optimal Densification for Fast and Accurate Minwise Hashing
OptimalDensiﬁcationforFastandAccurateMinwiseHashingAnshumaliShrivastava1Abstractspeech,andtextarequitepopular(Broder,1997;FetterlyMinwisehashingisafundamentalandoneofetal.,2003).Enrichingfeaturesw...
for and Fast Optimal Densification
2023-11-12 20:44:5910591.02 MB23
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Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks
OptimalAlgorithmsforSmoothandStronglyConvexDistributedOptimizationinNetworksKevinScaman1FrancisBach2Se´bastienBubeck3YinTatLee3LaurentMassoulie´1Abstractnatelocalincrementalimprovementsteps(sucha...
for and Algorithms Optimal Convex
2023-11-12 20:44:58989426.95 KB11
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Optimal and Adaptive Off-policy Evaluation in Contextual Bandits
OptimalandAdaptiveOff-policyEvaluationinContextualBanditsYu-XiangWang1AlekhAgarwal2MiroslavDudík2Abstractnotscaletoevaluatingmanydifferenttargetpolicies.Westudytheoff-policyevaluationproblem—Off-...
Adaptive and in Optimal Off-Policy
2023-11-12 20:44:581385390.4 KB9
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Nearly Optimal Robust Matrix Completion
NearlyOptimalRobustMatrixCompletionYeshwanthCherapanamjeri1KartikGupta1PrateekJain1AbstractSupp(S∗)⊂ΩandsamplingoperatorPΩ:Rm×n→Rm×nisdeﬁnedas:Inthispaper,weconsidertheproblemofRo-bustMatri...
Matrix Completion Robust Optimal Nearly
2023-11-12 20:44:51770451.15 KB10
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Multi-Class Optimal Margin Distribution Machine
Multi-ClassOptimalMarginDistributionMachineTengZhang1Zhi-HuaZhou1AbstractRecently,themargintheoryforBoostinghasﬁnallybeendefended(Gao&Zhou,2013),andhasdisclosedthattheRecentstudiesdisclosethatmaxi...
Optimal Machine Distribution Multi-Class Margin
2023-11-12 20:44:491016161.05 KB25
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Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs
GloballyOptimalGradientDescentforaConvNetwithGaussianInputsAlonBrutzkus1AmirGloberson1Abstractcentattemptstobridgethisgapbetweentheoryandprac-tice.SeveralworksfocusonthegeometricpropertiesofDeeplea...
for with Gradient Descent Optimal
2023-11-12 20:44:27875744.07 KB7
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Co-clustering through Optimal Transport
Co-clusteringthroughOptimalTransportCharlotteLaclau1IevgenRedko2BasarabMatei1Youne`sBennani1VincentBrault3AbstractClusteringmethods,however,donottakeintoaccountthepossibleexistingrelationshipsbetwe...
Co-clustering through Optimal Transport
2023-11-12 20:43:59851660.89 KB12
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