ComposingNormalizingFlowsforInverseProblemsJayWhang1ErikM.Lindgren2AlexandrosG.Dimakis3Abstractinversion.Whileothertypesofmodelscanoutperformflowmodelsintermsoflikelihoodorsamplequality,flowmodelsG...
Multi-ObjectiveMoleculeGenerationusingInterpretableSubstructuresWengongJin1ReginaBarzilay1TommiJaakkola1Abstractwithsubstructures(e.g.,functionalgroupsorlaterpieces)thatdrivespecificpropertiesofint...
ComposingValueFunctionsinReinforcementLearningBenjaminvanNiekerk1StevenJames1AdamEarle1BenjaminRosman12Abstractpreviousabilities.Animportantpropertyforlifelong-learningInreinforcementlearning(RL),o...
ComposingEntropicPoliciesusingDivergenceCorrectionJonathanJHunt1AndreBarreto1TimothyPLillicrap1NicolasHeess1Abstractetal.,2012;Haith&Krakauer,2013)However,oncesuchskillshavebeenacquiredhumansrapidl...
ComposingTreeGraphicalModelswithPersistentHomologyFeaturesforClusteringMixed-TypeDataXiuyanNi1NoviQuadrianto23YusuWang4ChaoChen1Abstractsuchintuitionistheimportantbasisofmanysuccessfulgeometricclus...