"Optimization"的相关文档 - 文库宝

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标签“Optimization”的相关文档，共171条

Boosting for Online Convex Optimization
BoostingforOnlineConvexOptimizationEladHazan12KaranSingh3Abstractetal.,2012).ItiswellestablishedthattheregretcanbeboundedbyO(TlogH),whereHisthenumberofWeconsiderthedecision-makingframeworkofexperts...
for Online Optimization Convex Boosting
2023-11-16 18:07:381093302.73 KB26
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Bilevel Optimization Convergence Analysis and Enhanced Design
BilevelOptimization:ConvergenceAnalysisandEnhancedDesignKaiyiJi1JunjieYang1YingbinLiang1AbstractOptimization(Franceschietal.,2018;Shabanetal.,2019;Feurer&Hutter,2019),reinforcementlearning(Konda&Bi...
Optimization and Analysis Convergence Design
2023-11-16 18:07:3714606.11 MB8
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Bias-Robust Bayesian Optimization via Dueling Bandits
Bias-RobustBayesianOptimizationviaDuelingBanditsJohannesKirschner1AndreasKrause1AbstractWestudyasettingwherethelearner’sobjectiveistomax-imizeanunknownfunctionf:X→RwithadditiveWeconsiderBayesiano...
Optimization Bayesian via Dueling Bandits
2023-11-16 18:07:3612503.56 MB30
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ADOM Accelerated Decentralized Optimization Method for Time-Varying Networks
ADOM:AcceleratedDecentralizedOptimizationMethodforTime-VaryingNetworksDmitryKovalev1EgorShulgin1PeterRichta´rik1AlexanderRogozin23AlexanderGasnikov23Abstract⇒⇒WeproposeADOM–anacceleratedmethodf...
for Optimization Accelerated Decentralized Method
2023-11-16 18:00:268054.53 MB8
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Adaptive Newton Sketch Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality
AdaptiveNewtonSketch:Linear-timeOptimizationwithQuadraticConvergenceandEffectiveHessianDimensionalityJonathanLacotte1YifeiWang1MertPilanci1Abstract1.IntroductionWeproposearandomizedalgorithmwithWec...
Adaptive Optimization with Newton Sketch
2023-11-16 18:00:256201.19 MB28
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A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization
AValue-Function-basedInterior-pointMethodforNon-convexBi-levelOptimizationRishengLiu123XuanLiu12XiaomingYuan4ShangzhiZeng4JinZhang56Abstractaremainlydividedintotwotypes,forinstance,hyper-parameters...
for Optimization Method Non-convex Bi-level
2023-11-16 18:00:191222863.18 KB20
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Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction
AsynchronousDecentralizedOptimizationWithImplicitStochasticVarianceReductionKentaNiwa12GuoqiangZhang3W.BastiaanKleijn4NoboruHarada12HiroshiSawada1AkinoriFujino1AbstractOurgoalistofacilitateMLmodelt...
Optimization with Asynchronous Stochastic Variance
2023-11-16 18:00:1810621.39 MB25
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A Scalable Deterministic Global Optimization Algorithm for Clustering Problems
AScalableDeterministicGlobalOptimizationAlgorithmforClusteringProblemsKaixunHua1MingfeiShi1YankaiCao1AbstractThedifferentdeﬁnitionsofcostfunctioninducedifferenttypesofclusteringalgorithms.Inthispa...
for Optimization Algorithm Clustering Global
2023-11-16 17:51:58962329.35 KB21
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Taylor Expansion Policy Optimization
TaylorExpansionPolicyOptimizationYunhaoTang1MichalValko2Re´miMunos2AbstractgorithmicideashavecontributedsigniﬁcantlytostabilizingpolicyOptimization.Inthiswork,weinvestigatetheapplicationofTaylore...
Optimization Policy Taylor Expansion
2023-11-14 21:46:401915555.23 KB9
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StochasticRank Global Optimization of Scale-Free Discrete Functions
StochasticRank:GlobalOptimizationofScale-FreeDiscreteFunctionsAlekseiUstimenko1LiudmilaProkhorenkova123AbstractTodealwiththediscretestructureofarankingloss,onecanusesomesmoothapproximation,whichise...
of Optimization Functions Discrete Global
2023-11-14 21:46:341257323.49 KB28
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Stochastic Optimization for Non-convex Inf-Projection Problems
StochasticOptimizationforNon-convexInf-ProjectionProblemsYanYan1YiXu2LiijunZhang3XiaoyuWang4TianbaoYang1AbstractX→Rmisalower-semicontinuousdifferentiablemapping,and·,·istheinnerproduct.Therequir...
for Optimization Stochastic Non-convex Problems
2023-11-14 21:46:331519652.7 KB30
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Stochastic Optimization for Regularized Wasserstein Estimators
StochasticOptimizationforRegularizedWassersteinEstimatorsMarinBallu1QuentinBerthet2FrancisBach3Abstractcantransportmasswithdistributionmeasureµtoanotherdistributionmeasureν,withminimalglobaltrans...
for Optimization Stochastic Estimators Wasserstein
2023-11-14 21:46:337141.79 MB12
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Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization
StochasticGauss-NewtonAlgorithmsforNonconvexCompositionalOptimizationQuocTran-Dinh1NhanH.Pham1LamM.Nguyen2Abstractandnpi=1,thenbyintroductingFi(x):=i=1WedeveloptwonewstochasticGauss-Newtonalgorithm...
for Optimization Algorithms Stochastic Nonconvex
2023-11-14 21:46:321895596.2 KB18
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Stochastic Flows and Geometric Optimization on the Orthogonal Group
StochasticFlowsandGeometricOptimizationontheOrthogonalGroupKrzysztofChoromanski12DavidCheikhi3JaredDavis1ValeriiLikhosherstov4AchilleNazaret3AchrafBahamou2XingyouSong1MrugankAkarte2JackParker-Holde...
Optimization and on Stochastic the
2023-11-14 21:46:3115992.03 MB17
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Sparse Convex Optimization via Adaptively Regularized Hard Thresholding
SparseConvexOptimizationviaAdaptivelyRegularizedHardThresholdingKyriakosAxiotis1MaximSviridenko2Abstractlution(itsnumberofnon-zeroentries).Variantsandspecialcasesofthisproblemhavebeenstudiedformany...
Sparse Optimization via Convex Hard
2023-11-14 21:46:271167446.54 KB25
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Rate-distortion Optimization guided autoencoder for isometric embedding in Euclidean latent space
Rate-DistortionOptimizationGuidedAutoencoderforIsometricEmbeddinginEuclideanLatentSpaceKeizoKato1JingZhou2TomotakeSasaki1AkiraNakagawa1AbstractmodelwithunivariateGaussianpriors(Kingma&Welling,2014)...
for Optimization Autoencoder embedding Guided
2023-11-14 21:46:0516941.93 MB19
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R2-B2 Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games
R2-B2:RecursiveReasoning-BasedBayesianOptimizationforNo-RegretLearninginGamesZhongxiangDai1YizhouChen1BryanKianHsiangLow1PatrickJaillet2Teck-HuaHo3Abstractadversarialmachinelearning(ML),theinteract...
for Optimization Bayesian Recursive No-Regret
2023-11-14 21:46:027083.55 MB10
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Provably Efficient Exploration in Policy Optimization
ProvablyEfﬁcientExplorationinPolicyOptimizationQiCai1ZhuoranYang2ChiJin3ZhaoranWang1Abstractofiterations,evengiveninﬁnitedata.Meanwhile,fromthestatisticalperspective,itremainsunclearhowtoattainWh...
Efficient Optimization in Policy Exploration
2023-11-14 21:46:00504443.41 KB11
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Projective Preferential Bayesian Optimization
ProjectivePreferentialBayesianOptimizationPetrusMikkola1MilicaTodorovic´2JariJa¨rvi2PatrickRinke2SamuelKaski13AbstractFigure1.Anillustrationofaprojectivepreferentialqueryonmolecularproperties:inw...
Optimization Bayesian Preferential projective
2023-11-14 21:45:588141.51 MB6
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Projection-free Distributed Online Convex Optimization with $O( sqrtT)$ Communication Complexity
Projection-free√DistributedOnlineConvexOptimizationwithO(T)CommunicationComplexityYuanyuWan1Wei-WeiTu2LijunZhang1AbstractIncontrast,thelinearOptimizationstepinCGonlyrequirescomputingthetopsingular...
Online Distributed Optimization with Convex
2023-11-14 21:45:57662373.82 KB3
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