Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction

Afsaneh Mastouri, Yuchen Zhu, Limor Gultchin, Anna Korba, Ricardo Silva, Matt J. Kusner, Arthur Gretton, Krikamol Muandet. Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 7512-7523, PMLR, 2021. [doi]

@inproceedings{MastouriZGKSKGM21,
  title = {Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction},
  author = {Afsaneh Mastouri and Yuchen Zhu and Limor Gultchin and Anna Korba and Ricardo Silva and Matt J. Kusner and Arthur Gretton and Krikamol Muandet},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/mastouri21a.html},
  researchr = {https://researchr.org/publication/MastouriZGKSKGM21},
  cites = {0},
  citedby = {0},
  pages = {7512-7523},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}