Collaborative Causal Inference with Fair Incentives

Rui Qiao, Xinyi Xu, Bryan Kian Hsiang Low

Abstract: Collaborative causal inference (CCI) aims to improve the estimation of the causal effect of treatment variables by utilizing data aggregated from multiple self-interested parties. Since their sourc...