The Causal-Neural Connection: Expressiveness, Learnability, and Inference

Kevin Xia, Kai-Zhan Lee, Yoshua Bengio, Elias Bareinboim. The Causal-Neural Connection: Expressiveness, Learnability, and Inference. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 10823-10836, 2021. [doi]

@inproceedings{XiaLBB21,
  title = {The Causal-Neural Connection: Expressiveness, Learnability, and Inference},
  author = {Kevin Xia and Kai-Zhan Lee and Yoshua Bengio and Elias Bareinboim},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/5989add1703e4b0480f75e2390739f34-Abstract.html},
  researchr = {https://researchr.org/publication/XiaLBB21},
  cites = {0},
  citedby = {0},
  pages = {10823-10836},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}