"Optimization"的相关文档 - 文库宝

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标签“Optimization”的相关文档，共171条

BOCK Bayesian Optimization with Cylindrical Kernels
BOCK:BayesianOptimizationwithCylindricalKernelsChangYongOh1EfstratiosGavves1MaxWelling12Abstractx1T(x1)AmajorchallengeinBayesianOptimizationisthex1xT(x1)T(x2)boundaryissue(Swersky,2017)whereanalgo-...
Optimization with Bayesian Kernels BOCK
2023-11-13 11:59:1113282.24 MB2
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BOHB Robust and Efficient Hyperparameter Optimization at Scale
BOHB:RobustandEfﬁcientHyperparameterOptimizationatScaleStefanFalkner1AaronKlein1FrankHutter1AbstractforapracticalsolutiontothehyperparameterOptimization(HPO)problemthatfulﬁllsmanydesiderata:Moder...
Efficient Optimization and Robust at
2023-11-13 11:59:111466538.92 KB14
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Bilevel Programming for Hyperparameter Optimization and Meta-Learning
BilevelProgrammingforHyperparameterOptimizationandMeta-LearningLucaFranceschi12PaoloFrasconi3SaverioSalzo1RiccardoGrazzi1MassimilianoPontil12Abstracthypothesis(asinstandardsupervisedlearning)whilea...
for Optimization and Hyperparameter Meta-Learning
2023-11-13 11:59:0915411.74 MB21
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Bayesian Optimization of Combinatorial Structures
BayesianOptimizationofCombinatorialStructuresRicardoBaptista1MatthiasPoloczek2AbstractWepresentanovelalgorithmforthisproblem,BayesianOptimizationofCombinatorialStructures(BOCS),thatisTheoptimizatio...
of Optimization Bayesian Combinatorial Structures
2023-11-13 11:59:0818891.02 MB19
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Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design
BatchBayesianOptimizationviaMulti-objectiveAcquisitionEnsembleforAutomatedAnalogCircuitDesignWenlongLyu1FanYang1ChanghaoYan1DianZhou12XuanZeng1AbstractofICmanufacturetechnologyforecastedbyMoore’sl...
Optimization Bayesian via Batch Multi-objective
2023-11-13 11:59:071995626.25 KB5
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Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
AsynchronousStochasticQuasi-NewtonMCMCforNon-ConvexOptimizationUmutS¸ims¸ekli1C¸ag˘atayYıldız2ThanhHuyNguyen1Gae¨lRichard1A.TaylanCemgil3AbstractwhereUisatwicecontinuouslydifferentiablefunct...
for Optimization Asynchronous Stochastic Non-convex
2023-11-13 11:59:0511061.55 MB7
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Approximate message passing for amplitude based Optimization
ApproximatemessagepassingforamplitudebasedOptimizationJunjieMa1JiXu2ArianMaleki3AbstractPhaseCut(Waldspurgeretal.,2015),arebasedonsemidef-initerelaxations.ForrandomGaussianmeasurements,aWeconsidera...
for Optimization Approximate Based Message
2023-11-13 11:59:041722561.29 KB10
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A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates
ARicherTheoryofConvexConstrainedOptimizationwithReducedProjectionsandImprovedRatesTianbaoYang1QihangLin1LijunZhang2Abstract1.IntroductionThispaperfocusesonconvexconstrainedopti-Inthispaper,weaimats...
of Optimization with Constrained Convex
2023-11-12 20:45:33798331.18 KB4
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Sub-sampled Cubic Regularization for Non-convex Optimization
Sub-sampledCubicRegularizationforNon-convexOptimizationJonasMoritzKohler1AurelienLucchi1Abstractlearningwhennisverylarge.Itsconvergenceproper-tiesarewellunderstoodforconvexfunctions,whichariseWecon...
for Optimization Non-convex Sub-sampled Cubic
2023-11-12 20:45:211169618.76 KB10
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Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions
StrongNP-HardnessforSparseOptimizationwithConcavePenaltyFunctionsYichenChen1DongdongGe2MengdiWang1ZizhuoWang3YinyuYe4HaoYin4AbstractWeareinterestedinthecomputationalcomplexityofProb-lem1undergenera...
for Sparse Optimization with Strong
2023-11-12 20:45:201022237.77 KB5
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Stochastic Convex Optimization Faster Local Growth Implies Faster Global Convergence
StochasticConvexOptimization:FasterLocalGrowthImpliesFasterGlobalConvergenceYiXu1QihangLin2TianbaoYang1Abstract1.IntroductionInthispaper,anewtheoryisdevelopedforﬁrst-Inthispaper,weareinterestedins...
Optimization Local Stochastic Convex Faster
2023-11-12 20:45:191306419.43 KB2
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Sketched Ridge Regression Optimization Perspective, Statistical Perspective, and Model Averaging
SketchedRidgeRegression:OptimizationPerspective,StatisticalPerspective,andModelAveragingShusenWang1AlexGittens2MichaelW.Mahoney1Abstractlemwhilegreatlymitigatingthestatisticalrisksincurredbysketchi...
Optimization and Regression Statistical Ridge
2023-11-12 20:45:151102584.01 KB4
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Second-Order Kernel Online Convex Optimization with Adaptive Sketching
Second-OrderKernelOnlineConvexOptimizationwithAdaptiveSketchingDanieleCalandriello1AlessandroLazaric1MichalValko1Abstractminimizetheregret,deﬁnedasthedifferencebetweenthelossesofthepredictionsobta...
Adaptive Kernel Online Optimization with
2023-11-12 20:45:12830331.73 KB23
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Preferential Bayesian Optimization
PreferentialBayesianOptimizationJavierGonza´lez1ZhenwenDai1AndreasDamianou1NeilD.Lawrence12AbstractX×Xfromwhichweobtainbinaryfeedback{0,1}thatrepresentswhetherornotxispreferredoverx(haslowerBayes...
Optimization Bayesian Preferential
2023-11-12 20:45:0314541.46 MB3
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OptNet Differentiable Optimization as a Layer in Neural Networks
OptNet:DifferentiableOptimizationasaLayerinNeuralNetworksBrandonAmos1J.ZicoKolter1Abstracttalcanreducetheoveralldepthofthenetworkwhilepre-servingrichnessofrepresentation.Speciﬁcally,webuildaThispa...
Neural Optimization in Differentiable Layer
2023-11-12 20:44:591518600.71 KB6
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Online Partial Least Square Optimization Dropping Convexity for Better Efficiency and Scalability
OnlinePartialLeastSquareOptimization:DroppingConvexityforBetterEfﬁciencyandScalabilityZhehuiChen1LinF.Yang2ChrisJ.Li3TuoZhao1Abstract2011).Althoughthesedataareusuallyunlabeled,thereex-Multiviewrep...
Online Optimization Least Convexity Partial
2023-11-12 20:44:58639342.87 KB27
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Natasha Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter
Natasha:FasterNon-ConvexStochasticOptimizationviaStronglyNon-ConvexParameterZeyuanAllen-Zhu1Abstractrandom∇fi(x).Givenanon-convexfunctionf(x)thatisanav-•Theso-calledproximaltermψ(x)addsmoregener...
Optimization Stochastic via Faster Non-convex
2023-11-12 20:44:521106962.56 KB14
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Max-value Entropy Search for Efficient Bayesian Optimization
Max-valueEntropySearchforEfﬁcientBayesianOptimizationZiWang1StefanieJegelka1AbstractAmongthemostpopularonesrangetheGaussianprocessupperconﬁdencebound(GP-UCB)(Auer,2002;SrinivasEntropySearch(ES)an...
for Efficient Optimization Bayesian Search
2023-11-12 20:44:471895632.39 KB4
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Local Bayesian Optimization of Motor Skills
LocalBayesianOptimizationofMotorSkillsRiadAkrour1DmitrySorokin1JanPeters12GerhardNeumann13AbstractcarryanadditionalOptimizationphaseonthephysicalsys-tem.BayesianOptimizationisrenownedforitssam-plee...
of Optimization Local Bayesian Motor
2023-11-12 20:44:4515131.18 MB3
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High Dimensional Bayesian Optimization with Elastic Gaussian Process
HighDimensionalBayesianOptimizationwithElasticGaussianProcessSantuRana1ChengLi1SunilGupta1VuNguyen1SvethaVenkatesh1Abstract1998)whicharealsoexpensivetoevaluate.Examplesin-cludeexperimentaldesigntoo...
Optimization with Gaussian Bayesian High
2023-11-12 20:44:30580704.01 KB24
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