"Design"的相关文档

标签“Design”的相关文档，共18条

Online A-Optimal Design and Active Linear Regression
OnlineA-OptimalDesignandActiveLinearRegressionXavierFontaine1PierrePerrault2MichalValko3VianneyPerchet45Abstractwaytoconstructanestimatoristomakeexperimentsandtogatherdataontheestimand.Inthepolling...
Active Online and Regression Linear
2023-11-16 19:28:24639321.45 KB11
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HyperHyperNetwork for the Design of Antenna Arrays
HyperHyperNetworksfortheDesignofAntennaArraysShaharLutati1LiorWolf12AbstractDesigningantennasisachallenginginverseproblem:whilemappingthestructureoftheantennatoitsradiationprop-Wepresentdeeplearnin...
of for the Design HyperHyperNetwork
2023-11-16 18:46:5816431.73 MB11
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High-dimensional Experimental Design and Kernel Bandits
High-DimensionalExperimentalDesignandKernelBanditsRomainCamilleri1JulianKatz-Samuels2KevinJamieson1AbstractWeconsiderthefollowinggamebetweenalearnerandna-ture:ateachtimet=1...T,thelearnerrequestsxt...
Kernel and High-dimensional Bandits Design
2023-11-16 18:46:551525435.25 KB4
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Deep Adaptive Design Amortizing Sequential Bayesian Experimental Design
DeepAdaptiveDesign:AmortizingSequentialBayesianExperimentalDesignAdamFoster1DesiR.Ivanova1IlyasMalik2TomRainforth1Abstractusingalikelihoodp(yθ,ξ)andapriorp(θ),whereξisourcontrollableDesignandθ...
Adaptive Deep Bayesian Sequential Design
2023-11-16 18:30:591255549.97 KB14
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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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Robust Pricing in Dynamic Mechanism Design
RobustPricinginDynamicMechanismDesignYuanDeng1Se´bastienLahaie2VahabMirrokni2Abstractfuturevaluedistributionstoalignbuyers’incentives(acrosstime)andguaranteedesirableoutcomes.Thisstrongrequire-Mo...
Robust in Dynamic Design Mechanism
2023-11-14 21:46:14842275.46 KB19
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Reinforcement Learning for Molecular Design Guided by Quantum Mechanics
ReinforcementLearningforMolecularDesignGuidedbyQuantumMechanicsGregorN.C.Simm1RobertPinsler1Jose´MiguelHerna´ndez-Lobato1AbstractFigure1.VisualizationofthemolecularDesignprocesspresentedinthiswor...
Learning for Reinforcement by Design
2023-11-14 21:46:0710332.05 MB1
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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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Learning to Simulate and Design for Structural Engineering
LearningtoSimulateandDesignforStructuralEngineeringKai-HungChang1Chin-YiCheng1AbstractFigure1.TheiterativeindustrialstructuralDesignworkﬂow.ThestructuralDesignprocessforbuildingsistime-foreachopti...
Structural Learning for and to
2023-11-14 21:44:599605.46 MB5
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Improving Molecular Design by Stochastic Iterative Target Augmentation
ImprovingMolecularDesignbyStochasticIterativeTargetAugmentationKevinYang1WengongJin2KyleSwanson3ReginaBarzilay2TommiJaakkola2Abstractascomplexgraph-structuredobjects.Asaresult,thesemod-elsrequireco...
by Stochastic Improving Iterative Target
2023-11-14 21:44:351769760.38 KB8
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Efficient Intervention Design for Causal Discovery with Latents
EfﬁcientInterventionDesignforCausalDiscoverywithLatentsRaghavendraAddanki1ShivaPrasadKasiviswanathan2AndrewMcGregor1CameronMusco1Abstractmorethanthreedecades,forthesereasonsithasreceivedincreasing...
for Efficient with Discovery Causal
2023-11-14 21:43:591451698.6 KB9
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BINOCULARS for efficient, nonmyopic sequential experimental Design
BINOCULARSforEfﬁcient,NonmyopicSequentialExperimentalDesignShaliJiang1HenryChai1JavierGonzález2RomanGarnett1Abstract2010).Commonapproximationschemesincluderollout,MonteCarlotreesearch(Bertsekas,2...
for Efficient Sequential Nonmyopic Design
2023-11-14 21:43:1610322.83 MB23
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Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation
BayesianExperimentalDesignforImplicitModelsbyMutualInformationNeuralEstimationStevenKleinegesse1MichaelU.Gutmann1Abstractology(Coranderetal.,2017),cellbiology(Voetal.,2015)andpharmacokinetics(Donne...
for Models by Bayesian Design
2023-11-14 21:43:121567783.32 KB22
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On the Design of Estimators for Bandit Off-Policy Evaluation
OntheDesignofEstimatorsforBanditOff-PolicyEvaluationNikosVlassis1AurelienBibaut2MariaDimakopoulou1TonyJebara1Abstractofgreatinterest:Givenabanditmodel,whatisalow-riskestimatorofthecounterfactualtar...
of for on the Bandit
2023-11-13 14:48:04742537.36 KB20
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Conditioning by adaptive sampling for robust Design
ConditioningbyadaptivesamplingforrobustDesignDavidH.Brookes1HahnbeomPark23JenniferListgarten4AbstractAdvancesinbiotechnology,chemistryandmachinelearningallowforthepossibilitytoimprovesuchDesigncycl...
Adaptive for Sampling by Robust
2023-11-13 14:46:4418202.48 MB12
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Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches
DesignofExperimentsforModelDiscriminationHybridisingAnalyticalandData-DrivenApproachesSimonOlofsson1MarcPeterDeisenroth12RuthMisener1AbstractAgency(EMA)handletheseapplications,respectively.TheFDAre...
of for Model Design Experiments
2023-11-13 11:59:255252.47 MB2
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Budgeted Experiment Design for Causal Structure Learning
BudgetedExperimentDesignforCausalStructureLearningAmirEmadGhassami1SaberSalehkaleybar2NegarKiyavash1EliasBareinboim3AbstractobservationalapproachesreconstructthecausalgraphuptoMarkovequivalenceclas...
Learning for Causal Structure Design
2023-11-13 11:59:12787504.69 KB22
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Near-Optimal Design of Experiments via Regret Minimization
Near-OptimalDesignofExperimentsviaRegretMinimizationZeyuanAllen-Zhu1YuanzhiLi2AartiSingh3YiningWang3AbstractonewishestoselectknexperimentalsettingsfromXthatarethemoststatisticallyefﬁcientforestabl...
of via Regret Minimization Near-Optimal
2023-11-12 20:44:521441406.81 KB10
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