@inproceedings{GGW26, author = {Robert Ganian and Marlene Gründel and Simon Wietheger}, booktitle = {Proceedings of the 43rd International Conference on Machine Learning, {ICML} 2026}, keywords = {COE, ParAI}, note = {to appear}, publisher = {{PMLR}}, series = {Proceedings of Machine Learning Research}, title = {Gateways to Tractability for Satisfiability in Pearl’s Causal Hierarchy}, year = {2026} }