ProvablyCorrectOptimizationandExplorationwithNon-LinearPoliciesFeiFeng1WotaoYin1AlekhAgarwal2LinYang3Abstractrer&Geist,2014;Geistetal.,2019;Abbasi-Yadkorietal.,2019;Agarwaletal.,2020c;Bhandari&Russ...
AdversarialCombinatorialBanditswithGeneralNon-LinearRewardFunctionsXiChen1YanjunHan2YiningWang3Abstractchoosesarewardvectorvt=(vt1,···,vtN)∈[0,1]Nnotrevealedtothealgorithm.Thealgorithmchoosesas...
ActiveManifolds:ANon-LinearanaloguetoActiveSubspacesRobertA.Bridges1AnthonyD.Gruber21ChristopherR.Felder31MikiE.Verma1ChelseyHoff1Abstractarefrequentlysubjecttoquestionsofsensitivity,andtoprioritiz...
Non-LinearMotorControlbyLocalLearninginSpikingNeuralNetworksAdityaGilra12WulframGerstner1AbstractDadarlatetal.,2015).Forwardmodelsuseneuralmotorcommandstopredictbodymovement,whileinversemod-Learnin...
RegularisingNon-LinearModelsUsingFeatureSide-informationAminaMollaysa1PabloStrasser1AlexandrosKalousis1Abstractformationforthelearninginstances;thisinformationisnotavailableintesting.Inmetriclearni...
LatentLSTMAllocationJointClusteringandNon-LinearDynamicModelingofSequentialDataManzilZaheer1AmrAhmed2AlexanderJSmola1AbstractFigure1.LLAhasbetterperplexity(lowerisbetter)thanLDAbutmuchfewerparamete...