"Optimization"的相关文档 - 文库宝

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标签“Optimization”的相关文档，共171条

Population-Based Black-Box Optimization for Biological Sequence Design
Population-BasedBlack-boxOptimizationforBiologicalSequenceDesignChristofAngermueller1DavidBelanger1AndreeaGane1ZeldaMariet1DavidDohan1KevinMurphy1LucyColwell12DSculley1Abstractproposedsequencesrequ...
for Optimization Sequence Design Black-box
2023-11-14 21:45:538553.33 MB7
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Outsourced Bayesian Optimization
PrivateOutsourcedBayesianOptimizationDmitriiKharkovskii1ZhongxiangDai1BryanKianHsiangLow1Abstractwithsensitivedatasetssuchashealthcare(Yuetal.,2013),insurance(Chongetal.,2005)andfrauddetection(Ngai...
Optimization Bayesian Outsourced
2023-11-14 21:45:47627600.42 KB14
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Oracle Efficient Private Non-Convex Optimization
OracleEfﬁcientPrivateNon-ConvexOptimizationSethNeel1AaronRoth2GiuseppeVietri3ZhiweiStevenWu3Abstractandaparameterw∈W:argminwL(D,w).Thisgeneralclassofproblemsincludesclassicalempiricalriskminimiza...
Efficient Optimization Private Non-convex Oracle
2023-11-14 21:45:46538316.25 KB24
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Optimization Theory for ReLU Neural Networks Trained with Normalization Layers
OptimizationTheoryforReLUNeuralNetworksTrainedwithNormalizationLayersYonatanDukler1QuanquanGu2GuidoMontúfar134AbstractofadditionalnormalizationmethodsfollowedBN,notablyincludingLayerNormalization(...
Neural for Networks Optimization Theory
2023-11-14 21:45:441221526.25 KB25
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Optimization from Structured Samples for Coverage Functions
OptimizationfromStructuredSamplesforCoverageFunctionsWeiChen1XiaomingSun23JialinZhang23ZhijieZhang23Abstracteters.Thecomputationaltaskistooptimizeanobjectivefunctiongivenparametersofthemodel.Onesuc...
for from Optimization Functions Structured
2023-11-14 21:45:441951283.81 KB14
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Optimization and Analysis of the pAp@k Metric for Recommender Systems
OptimizationandAnalysisofthepAp@kMetricforRecommenderSystemsGaurushHiranandani1WarutVijitbenjaronk1OluwasanmiKoyejo1PrateekJain2Abstractafewitems(top-k)outofavastrepositoryofitems,andheterogeneityi...
of Optimization and Analysis the
2023-11-14 21:45:4315352.38 MB28
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Optimistic Policy Optimization with Bandit Feedback
OptimisticPolicyOptimizationwithBanditFeedbackYonathanEfroni1LiorShani1AvivRosenberg2ShieMannor1AbstractDuetotheirpopularity,thereisarichliteraturethatpro-videsdifferenttypesoftheoreticalguarantees...
Optimization with Policy Bandit Feedback
2023-11-14 21:45:431196347.2 KB10
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Online Convex Optimization in the Random Order Model
OnlineConvexOptimizationintheRandomOrderModelDanGarber1GalKorcia2KﬁrY.Levy2Abstractpowerfulandpopularparadigmformodelingsequentialpre-dictionproblemsinfaceofuncertainty.ItsmainstrengthOnlineConvex...
Online Optimization the random in
2023-11-14 21:45:381467457.62 KB19
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On Differentially Private Stochastic Convex Optimization with Heavy-tailed Data
OnDifferentiallyPrivateStochasticConvexOptimizationwithHeavy-tailedDataDiWang12HanshenXiao3SriniDevadas3JinhuiXu1Abstractarethemostfundamentalproblemsinsupervisedlearningandstatistics.Theyﬁndnumer...
Optimization with on Stochastic Convex
2023-11-14 21:45:281156360.77 KB2
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Near-linear time Gaussian process Optimization with adaptive batching and resparsification
Near-lineartimeGaussianprocessOptimizationwithadaptivebatchingandresparsiﬁcationDanieleCalandriello1LuigiCarratino2AlessandroLazaric3MichalValko4LorenzoRosasco256Abstractsequentiallearningproblem,...
Adaptive Optimization with Gaussian Process
2023-11-14 21:45:1917682.21 MB22
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Multi-objective Bayesian Optimization using Pareto-frontier Entropy
Multi-objectiveBayesianOptimizationusingPareto-frontierEntropyShinyaSuzuki1ShionTakeno12TomoyukiTamura34KazukiShitara56MasayukiKarasuyama147AbstractcanbeformulatedasjointlymaximizingLunknownfunc-ti...
Using Optimization Bayesian Entropy Multi-objective
2023-11-14 21:45:161741693.64 KB11
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Multi-fidelity Bayesian Optimization with Max-value Entropy Search and its Parallelization
Multi-ﬁdelityBayesianOptimizationwithMax-valueEntropySearchanditsParallelizationShionTakeno12HitoshiFukuoka3YuhkiTsukada34ToshiyukiKoyama3MotokiShiga245IchiroTakeuchi12MasayukiKarasuyama146Abstrac...
Optimization with Bayesian Search Max-value
2023-11-14 21:45:1614842.12 MB17
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Monte-Carlo Tree Search as Regularized Policy Optimization
Monte-CarlotreesearchasregularizedpolicyOptimizationJean-BastienGrill1FlorentAltche´1YunhaoTang12ThomasHubert3MichalValko1IoannisAntonoglou3Re´miMunos1AbstractAlphaZeroemploysanalternativehandcra...
Optimization Tree Policy Search as
2023-11-14 21:45:13904880.26 KB5
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Modulating Surrogates for Bayesian Optimization
ModulatingSurrogatesforBayesianOptimizationErikBodin1MarkusKaiser23IevaKazlauskaite4ZhenwenDai5NeillD.F.Campbell4CarlHenrikEk1AbstractsequentialdecisionmakingtaskssuchasBO,wherethemodelisusednotonl...
for Optimization Bayesian Surrogates Modulating
2023-11-14 21:45:135495.74 MB18
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Min-Max Optimization without Gradients Convergence and Applications to Black-Box Evasion and Poisoning Attacks
Min-MaxOptimizationwithoutGradients:ConvergenceandApplicationstoBlack-BoxEvasionandPoisoningAttacksSijiaLiu1SongtaoLu2XiangyiChen3YaoFeng4KaidiXu5AbdullahAl-Dujaili6MingyiHong3Una-MayO’Reilly71Abs...
Optimization and Convergence without Applications
2023-11-14 21:45:11996839.93 KB27
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Manifold Identification for Ultimately Communication-Efficient Distributed Optimization
ManifoldIdentiﬁcationforUltimatelyCommunication-EfﬁcientDistributedOptimizationYu-ShengLi1Wei-LinChiang1Ching-peiLee2Abstractinrecentyears.IndistributedOptimization,theadditionalcomputingpowerand...
for Distributed Optimization Identification Communication-efficient
2023-11-14 21:45:079474 MB4
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LP-SparseMAP Differentiable Relaxed Optimization for Sparse Structured Prediction
LP-SparseMAP:DifferentiableRelaxedOptimizationforSparseStructuredPredictionVladNiculae1AndréF.T.Martins123AbstractsleeptheclockaroundBUDGETfactorTREEfactorStructuredpredictorsrequiresolvingacombin...
for Sparse Optimization Differentiable Structured
2023-11-14 21:45:07547340.05 KB24
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Layered Sampling for Robust Optimization Problems
LayeredSamplingforRobustOptimizationProblemsHuDing1ZixiuWang1Abstract2011;Huangetal.,2018),logisticregression(Hugginsetal.,2016;Munteanuetal.,2018),linearregression(DasguptaInrealworld,ourdatasetso...
for Optimization Sampling Robust Problems
2023-11-14 21:44:48671325.51 KB2
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Interpreting Robust Optimization via Adversarial Influence Functions
InterpretingRobustOptimizationviaAdversarialInﬂuenceFunctionsZhunDeng1CynthiaDwork1JialiangWang1LinjunZhang2AbstracttionforamodelMisformulatedasRobustOptimizationhasbeenwidelyusedinminEx,ymaxl(θM...
Optimization Adversarial via Robust Functions
2023-11-14 21:44:43830343.58 KB17
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Improving Transformer Optimization Through Better Initialization
ImprovingTransformerOptimizationThroughBetterInitializationXiaoShiHuang12FelipePe´rez1JimmyBa32MaksimsVolkovs1Abstractetal.,2019;Sunetal.,2019).Despitethebroadapplications,OptimizationintheTransfo...
Optimization through Improving Better initialization
2023-11-14 21:44:3612743.62 MB9
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