Appendix

Section A details our synthetic data generating process and how we generated missingness. Section B contains additional experiments on synthetic data testing for imputation performance, testing for prediction performance of a downstream machine learning algorithm on imputed data, and testing for congeniality. Section D provides an overview of our model and training details. Section E provides a computational complexity analysis of MIRACLE. Section F provides an ablation study for the MIRACLE loss function.