NCoRE: Neural Counterfactual Representation Learning for Combinations of Treatments
NCoRE:组合治疗的神经网络反事实表示学习
Estimating an individual's potential response to interventions from observational data is of high practical relevance for many domains, such as healthcare, public policy or economics. In this setting, it is often the case that combinations of interventions may be applied simultaneously, for example, multiple prescriptions in healthcare or different fiscal and monetary measures in economics. However, existing methods for counterfactual inference are limited to settings in…