"Optimal"的相关文档 - 文库宝

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标签“Optimal”的相关文档，共93条

Optimal Continuous DR-Submodular Maximization and Applications to Provable Mean Field Inference
OptimalContinuousDR-SubmodularMaximizationandApplicationstoProvableMeanFieldInferenceYataoA.Bian†1JoachimM.Buhmann1AndreasKrause1Abstractgested.Ingeneral,inferenceinpointprocessesis#P-hard.Onereso...
Maximization and Optimal to Applications
2023-11-13 14:48:0910531.15 MB17
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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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Optimal Auctions through Deep Learning
OptimalAuctionsthroughDeepLearningPaulDütting1ZheFeng2HarikrishnaNarasimham2DavidC.Parkes2SaiS.Ravindranath2AbstractInaseminalpieceofwork,MyersonresolvedtheOptimalauctiondesignproblemwhenthereisas...
Learning Deep through Optimal auctions
2023-11-13 14:48:091715658.67 KB20
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On Efficient Optimal Transport An Analysis of Greedy and Accelerated Mirror Descent Algorithms
OnEfﬁcientOptimalTransport:AnAnalysisofGreedyandAcceleratedMirrorDescentAlgorithmsTianyiLin1NhatHo2MichaelI.Jordan3Abstractscalableposteriorsamplingforlargedatasets(Srivastavaetal.,2015;2018),opti...
of Efficient An Analysis on
2023-11-13 14:48:02764606.4 KB2
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Obtaining Fairness using Optimal Transport Theory
ObtainingFairnessusingOptimalTransportTheoryEustasiodelBarrio1FabriceGamboa2PaulaGordaliza21Jean-MichelLoubes2Abstractwereferto(Zafaretal.,2017)or(Friedleretal.,2018).Inthefairclassiﬁcationsetup,w...
Using Optimal Transport Theory Fairness
2023-11-13 14:48:011336571.19 KB16
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Non-monotone Submodular Maximization with Nearly Optimal Adaptivity and Query Complexity
Non-monotoneSubmodularMaximizationwithNearlyOptimalAdaptivityandQueryComplexityMatthewFahrbach1VahabMirrokni2MortezaZadimoghaddam2Abstractinapplicationsofmachinelearningsuchasdatasummariza-tion(Sim...
Submodular Maximization with Optimal Nearly
2023-11-13 14:48:00822719.24 KB12
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Near Optimal finite time identification of arbitrary linear dynamical systems
NearOptimalﬁnitetimeidentiﬁcationofarbitrarylineardynamicalsystemsTuhinSarkar1AlexanderRakhlin2Abstractpopularlinearfeedbackcontrolsystemfoundinavarietyofdevices,fromplanetarysoftlandingsystemsfo...
of Identification Optimal Time Arbitrary
2023-11-13 14:47:57617773.34 KB6
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Learning Optimal Linear Regularizers
LearningOptimalLinearRegularizersMatthewStreeter1Abstractonaheld-outvalidationset.Thoughthisapproachcanbeeffective,ittendstorequirealargenumberoftrainingruns,Wepresentalgorithmsforefﬁcientlylearni...
Learning Optimal Linear Regularizers
2023-11-13 14:47:41853648.35 KB20
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Learning Optimal Fair Policies
LearningOptimalFairPoliciesRaziehNabi1DanielMalinsky1IlyaShpitser1Abstractspaceofpossibleactions,orasequenceofsuchfunctions)ischosentomaximizesomepre-speciﬁedoutcomequantity,Systematicdiscriminato...
Learning Optimal Policies Fair
2023-11-13 14:47:401692330.42 KB26
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Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD
CharacterizationofConvexObjectiveFunctionsandOptimalExpectedConvergenceRatesforSGDMartenvanDijk1LamM.Nguyen2PhuongHaNguyen1DzungT.Phan2AbstractAlgorithm1StochasticGradientDescent(SGD)MethodWestudyS...
of and Optimal Convex Functions
2023-11-13 14:46:361079396.86 KB5
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CapsAndRuns An Improved Method for Approximately Optimal Algorithm Configuration
CapsAndRuns:AnImprovedMethodforApproximatelyOptimalAlgorithmConﬁgurationGelle´rtWeisz1Andra´sGyo¨rgy12CsabaSzepesva´ri13Abstractlectingthesolverconﬁgurationinanapplication-speciﬁcway.Theprob...
for An Optimal Method Improved
2023-11-13 14:46:351861480.65 KB7
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Bayesian Optimization Meets Bayesian Optimal Stopping
BayesianOptimizationMeetsBayesianOptimalStoppingZhongxiangDai1HaibinYu1BryanKianHsiangLow1PatrickJaillet2AbstractSilveretal.,2016).However,amajordifﬁcultyfacedbyMLpractitionersisthechoiceofmodelhy...
Optimization Bayesian Optimal Meets Stopping
2023-11-13 14:46:301769889.27 KB30
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An Optimal Private Stochastic-MAB Algorithm based on Optimal Private Stopping Rule
AnOptimalPrivateStochastic-MABAlgorithmBasedonanOptimalPrivateStoppingRuleTouqirSajed1OrSheffet1Abstractexperimentsinmedicine(Robbins,1952),hasapplicationsinﬁeldssuchasranking(Kvetonetal.,2015),re...
An Algorithm on Optimal Private
2023-11-13 14:46:24879444.81 KB17
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Alternating Minimizations Converge to Second-Order Optimal Solutions
AlternatingMinimizationsConvergetoSecond-OrderOptimalSolutionsQiuweiLi1ZhihuiZhu2GongguoTang1AbstractinlandscapeanalysisshowthatmanypopularnonconvexoptimizationproblemsenjoyanicelandscapewhereallTh...
Optimal to Second-Order Alternating Minimizations
2023-11-13 14:46:221139345.04 KB16
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White-box vs Black-box Bayes Optimal Strategies for Membership Inference
White-boxvsBlack-box:BayesOptimalStrategiesforMembershipInferenceAlexandreSablayrolles12MatthijsDouze2YannOllivier2CordeliaSchmid1Herve´Je´gou2Abstractboththeprivacyandintellectualpropertyassocia...
VS for Bayes Optimal Black-box
2023-11-13 14:46:0817481.62 MB9
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Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data
OptimalTuningforDivide-and-conquerKernelRidgeRegressionwithMassiveDataGanggangXu1ZuofengShang2GuangCheng3AbstractproventobeeffectiveinLinearmodels(Chen&Xie,2014;Luetal.,2016),Partiallylinearmodels(...
for Kernel Regression Optimal Ridge
2023-11-13 12:00:221862324.76 KB6
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Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods
OptimalDistributedLearningwithMulti-passStochasticGradientMethodsJunhongLin1VolkanCevher1AbstractTheclassicalalgorithmstoperformlearningtaskareregular-izedalgorithms,suchasKRR,kernelprincipalcompon...
Learning Distributed with Gradient Stochastic
2023-11-13 12:00:221812436.84 KB5
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Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces
OptimalRatesofSketched-regularizedAlgorithmsforLeast-SquaresRegressionoverHilbertSpacesJunhongLin1VolkanCevher1Abstracttofunctionalregression(Ramsay,2006)andlinearinverseWeinvestigateregularizedalg...
of for Algorithms Optimal Rates
2023-11-13 12:00:21654323.28 KB12
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Nearly Optimal Robust Subspace Tracking
NearlyOptimalRobustSubspaceTrackingPraneethNarayanamurthy1NamrataVaswani1Abstractetal.,2011),AltProj(Netrapallietal.,2014),RPCA-GD(Yietal.,2016),NO-RMC(Cherapanamjerietal.,2016).Robustsubspacetrack...
Robust Optimal Subspace Nearly Tracking
2023-11-13 12:00:131462645.13 KB10
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Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices
NearOptimalFrequentDirectionsforSketchingDenseandSparseMatricesZengfengHuang1Abstractreceivedlotsofattentionrecently(Liberty,2013;Ghashami&Phillips,2014;Woodruff,2014;Ghashamietal.,2016;Givenalarge...
for Optimal Dense Near Frequent
2023-11-13 12:00:131861317.03 KB11
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