@article{addressingpitfallsinimplicitunobserved, title = {Addressing pitfalls in implicit unobserved confounding synthesis using explicit block hierarchical ancestral sampling}, author = {Xudong Sun and Alex Markham and Pratik Misra and Carsten Marr}, year = {2025}, eprint = {2503.09194}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.09194v2}, }