@inproceedings{ijcai2026p920,
  title     = {What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness (Extended Abstract)},
  author    = {Cai, Yang and Kalavasis, Alkis and Mamali, Katerina and Mehrotra, Anay and Zampetakis, Manolis},
  booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-26}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Diego Calvanese},
  pages     = {8243--8248},
  year      = {2026},
  month     = {8},
  note      = {Sister Conferences Best Papers},
  doi       = {10.24963/ijcai.2026/920},
  url       = {https://doi.org/10.24963/ijcai.2026/920},
}