LearningNeuralNetworkSubspacesMitchellWortsman1MaxwellHorton2CarlosGuestrin2AliFarhadi2MohammadRastegari2AbstractFigure1.Schematicforlearningalineofneuralnetworkscom-paredwithstandardtraining.Themi...
ActiveManifolds:Anon-linearanaloguetoActiveSubspacesRobertA.Bridges1AnthonyD.Gruber21ChristopherR.Felder31MikiE.Verma1ChelseyHoff1Abstractarefrequentlysubjecttoquestionsofsensitivity,andtoprioritiz...
AFrameworkforBayesianOptimizationinEmbeddedSubspacesAlexanderMunteanu1AminNayebi2MatthiasPoloczek32Abstracttheobjectivefunction.Thus,itisnotsurprisingthatex-pandingBOtohigher-dimensionalsearchspace...