"Approximations"的相关文档

Instance Specific Approximations for Submodular Maximization
InstanceSpeciﬁcApproximationsforSubmodularMaximizationEricBalkanski1SharonQian2YaronSinger2Abstract1.IntroductionFormanyoptimizationproblemsinmachinelearn-Acentralchallengeinmachinelearningisthatm...
for Submodular Maximization Approximations Instance
2023-11-16 18:47:0418562.28 MB13
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Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
UnderstandingImpactsofHigh-OrderLossApproximationsandFeaturesinDeepLearningInterpretationSahilSingla1EricWallace1ShiFeng1SoheilFeizi1Abstracthindmodelpredictions?Acommoninterpretationapproachistoid...
of and Loss Approximations High-Order
2023-11-13 14:48:5311913.13 MB22
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Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models
OvercomingMean-FieldApproximationsinRecurrentGaussianProcessModelsAlessandroDavideIalongo12MarkvanderWilk3JamesHensman3CarlEdwardRasmussen1Abstractthedistributionoftheoutcome(vonNeumannetal.,1944)....
Gaussian Process Recurrent in Approximations
2023-11-13 14:48:119363.45 MB9
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Linear-Complexity Data-Parallel Earth Mover’s Distance Approximations
Linear-ComplexityData-ParallelEarthMover’sDistanceApproximationsKubilayAtasu1ThomasMittelholzer2AbstractInthetextretrievaldomain,anadaptationofEMD,calledWordMoversDistance(WMD),hasemergedasastate-...
Approximations Distance Linear-Complexity Data-Parallel Earth
2023-11-13 14:47:451742838.57 KB27
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Variational Boosting Iteratively Refining Posterior Approximations
VariationalBoosting:IterativelyReﬁningPosteriorApproximationsAndrewC.Miller1NicholasJ.Foti2RyanP.Adams13AbstractchainMonteCarlo(MCMC)methodsthatapproximateatargetdistributionwithsamplesdrawnfromaM...
Variational Posterior Approximations Boosting Iteratively
2023-11-12 20:45:2910903.74 MB18
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Neural Taylor Approximations Convergence and Exploration in Rectifier Networks
NeuralTaylorApproximations:ConvergenceandExplorationinRectiﬁerNetworksDavidBalduzzi1BrianMcWilliams2TonyButler-Yeoman1AbstractFig.1:ShatteredgradientsinaPL-function.Modernconvolutionalnetworks,inc...
Neural and Convergence in Exploration
2023-11-12 20:44:537301.5 MB24
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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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