@misc{akbar2026symmetry, title = {Symmetry-Informed Causal Partial Identification}, author = {Uzair Akbar and Zulfiqar Zaidi and Niki Kilbertus and Krikamol Muandet and Bo Dai}, year = {2026}, eprint = {2610.09230}, archivePrefix = {arXiv}, primaryClass = {cs.LG}, url = {https://arxiv.org/abs/2610.09230} }