Litcius/Paper detail

Estimating categorical counterfactuals via deep twin networks

Athanasios Vlontzos, Bernhard Kainz, Ciarán M. Gilligan-Lee

2023Nature Machine Intelligence12 citationsDOI

Topics & Concepts

Counterfactual thinkingCounterfactual conditionalCausal inferenceComputer scienceInferenceCategorical variableCausal modelArtificial intelligenceMachine learningEconometricsPsychologyMathematicsStatisticsSocial psychologyAdvanced Causal Inference TechniquesBayesian Modeling and Causal InferenceHealth Systems, Economic Evaluations, Quality of Life