TighterBoundsontheLogMarginalLikelihoodofGaussianProcessRegressionusingConjugateGradientsArtemArtemev12DavidR.Burt3MarkvanderWilk1Abstractdientbasedmethodsinordertoautomaticallyselectmodelhyperpara...
ScalableMarginalLikelihoodEstimationforModelSelectioninDeepLearningAlexanderImmer12MatthiasBauer†34VincentFortuin1GunnarRätsch12MohammadEmtiyazKhan5Abstract3layers,5221params1layer,151paramsMargL...
MarginalContributionFeatureImportance-anAxiomaticApproachforExplainingDataAmnonCatav1BoyangFu2YazeedZoabi3AhuvaWeiss-Meilik4NoamShomron3JasonErnst256SriramSankararaman257RanGilad-Bachrach8Abstract1...
OnconditionalversusMarginalbiasinmulti-armedbanditsJaehyeokShin1AlessandroRinaldo1AadityaRamdas12AbstractThedataarecollectedsequentiallyinstages,duringwhichtheanalystdrawsasamplefromoneamongfinitel...
CompositeMarginalLikelihoodMethodsforRandomUtilityModelsZhibingZhao1LirongXia1AbstractwhichistheRUMwithGumbeldistributions.RUMs,espe-ciallythePlackett-Lucemodel,havebeenwidelyappliedWeproposeanovel...
Closed-formMarginalLikelihoodinGamma-PoissonMatrixFactorizationLouisFilstroff1AlbertoLumbreras1Ce´dricFe´votte1AbstractwhereweusetheshapeandrateparametrizationoftheGammadistribution,i.e.,Gamma(x...