因果推断深度学习工具箱 - Perfect Match: A Simple Method for Learning Representations For Counterfactual Infe...
文章名称PerfectMatch:ASimpleMethodforLearningRepresentationsForCounterfactualInferenceWithNeuralNetworks核心要点现有的深度学习的overlycomplex,作者通过propensitymatching的方法,用目标样本其他treatment下的最近邻样本,构造训练的mini-batch,通过数据增广的方