"Optimisation"的相关文档

标签“Optimisation”的相关文档，共11条

Think Global and Act Local Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
ThinkGlobalandActLocal:BayesianOptimisationoverHigh-DimensionalCategoricalandMixedSearchSpacesXingchenWan1VuNguyen2HuongHa3BinxinRu1CongLu1MichaelA.Osborne1Abstractlow-dimensionalnorcontinuous:many...
and Local Bayesian Global Optimisation
2023-11-16 19:42:0717828.93 MB8
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Learning by Turning Neural Architecture Aware Optimisation
LearningbyTurning:NeuralArchitectureAwareOptimisationYangLiu1JeremyBernstein2MarkusMeister2YisongYue2AbstractThisobservationmotivatesthecombinedstudyofarchi-tectureandOptimisation,andthispaperexplo...
Learning Neural by Architecture Optimisation
2023-11-16 19:04:5816512.15 MB30
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Bayesian Optimistic Optimisation with Exponentially Decaying Regret
BayesianOptimisticOptimisationwithExponentiallyDecayingRegretHungTran-The1SunilGupta1SantuRana1SvethaVenkatesh1AbstracttransformaglobalOptimisationproblemintoasequenceofauxiliaryOptimisationproblem...
with Bayesian Regret Optimisation Optimistic
2023-11-16 18:07:4316346.09 MB16
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Real-Time Optimisation for Online Learning in Auctions
Real-TimeOptimisationforOnlineLearninginAuctionsLorenzoCroissant1MarcAbeille1Cle´mentCalauze`nes1Abstractcommonlyacceptedcompromisebetweenoptimalityandtractability.Theyprovidea2-approximation(Roug...
Learning for Online in Real-time
2023-11-14 21:46:061588774.08 KB3
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Bayesian Optimisation over Multiple Continuous and Categorical Inputs
BayesianOptimisationoverMultipleContinuousandCategoricalInputsBinxinRu∗1AhsanS.Alvi∗1VuNguyen1MichaelA.Osborne1StephenJRoberts1AbstractForexample,withadeepneuralnetwork,wemaywanttoadjustthelearni...
and Bayesian Multiple Continuous Optimisation
2023-11-14 21:43:13836798.79 KB3
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Fingerprint Policy Optimisation for Robust Reinforcement Learning
FingerprintPolicyOptimisationforRobustReinforcementLearningSupratikPaul1MichaelA.Osborne2ShimonWhiteson1Abstractacrossallpossiblesettings.Fortunately,policiescanoftenbetrainedandtestedinasimulatort...
Learning for Reinforcement Robust Policy
2023-11-13 14:47:121701574.04 KB14
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Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
AsynchronousBatchBayesianOptimisationwithImprovedLocalPenalisationAhsanS.Alvi12BinxinRu1JanCalliess13StephenJ.Roberts123MichaelA.Osborne12Abstractexample,considertheOptimisationofthenumberofunitsin...
with Local Asynchronous Bayesian Batch
2023-11-13 14:46:2711777.17 MB16
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signSGD Compressed Optimisation for Non-Convex Problems
SIGNSGD:CompressedOptimisationforNon-ConvexProblemsJeremyBernstein12Yu-XiangWang23KamyarAzizzadenesheli4AnimaAnandkumar12AbstractAlgorithm1SIGNSGDTraininglargeneuralnetworksrequiresdistribut-Input:...
for Compressed Non-convex Optimisation Problems
2023-11-13 12:00:401124640.72 KB25
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Fast Information-theoretic Bayesian Optimisation
FastInformation-theoreticBayesianOptimisationBinxinRu1MarkMcLeod1DiegoGranziol1MichaelA.Osborne12Abstractofproblemsaregenerallynon-convexandtheirclosed-formexpressionsandderivativesareunknown(Shahr...
Bayesian Fast Optimisation Information-theoretic
2023-11-13 11:59:33989919.77 KB8
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Practical Gauss-Newton Optimisation for Deep Learning
PracticalGauss-NewtonOptimisationforDeepLearningAleksandarBotev1HippolytRitter1DavidBarber12Abstractthegradientsatthecurrentsettingoftheparameterswithvariousheuristicestimatesofthecurvaturefromprev...
Learning for Deep Optimisation Practical
2023-11-12 20:45:021970946.28 KB7
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Multi-fidelity Bayesian Optimisation with Continuous Approximations
Multi-ﬁdelityBayesianOptimisationwithContinuousApproximationsKirthevasanKandasamy1GautamDasarathy2JeffSchneider1Barnaba´sPo´czos1AbstractTypically,insuchapplications,eachfunctionevaluationisexpe...
with Bayesian Continuous Multi-fidelity Optimisation
2023-11-12 20:44:501048605.05 KB2
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