Deconfounding via Profiled Transfer Learning

Ziyuan Chen, Yifan Jiang, Jingyuan Liu +1

Unmeasured confounders are a major source of bias in regression-based effect estimation and causal inference. In this paper, we propose a new profiled transfer learning framework,…