MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models

This repository contains an implementation of the DAG structure learning methods from incomplete data described in "MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models".

If you find it useful, please consider citing:

@inproceedings{gaomissdag,
  title={MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models},
  author={Gao, Erdun and Ng, Ignavier and Gong, Mingming and Shen, Li and Huang, Wei and Liu, Tongliang and Zhang, Kun and Bondell, Howard},
  booktitle={Advances in Neural Information Processing Systems},
  year={2022}
}