@inproceedings{ijcai2024p0907, title = {Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges}, author = {Poinsot, Audrey and Leite, Alessandro and Chesneau, Nicolas and Sebag, Michele and Schoenauer, Marc}, booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, {IJCAI-24}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Kate Larson}, pages = {8207--8215}, year = {2024}, month = {8}, note = {Survey Track}, doi = {10.24963/ijcai.2024/907}, url = {https://doi.org/10.24963/ijcai.2024/907}, }