Valid Causal Inference with (Some) Invalid Instruments

Jason S. Hartford, Victor Veitch, Dhanya Sridhar, Kevin Leyton-Brown. Valid Causal Inference with (Some) Invalid Instruments. 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 4096-4106, PMLR, 2021. [doi]

@inproceedings{HartfordVSL21,
  title = {Valid Causal Inference with (Some) Invalid Instruments},
  author = {Jason S. Hartford and Victor Veitch and Dhanya Sridhar and Kevin Leyton-Brown},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/hartford21a.html},
  researchr = {https://researchr.org/publication/HartfordVSL21},
  cites = {0},
  citedby = {0},
  pages = {4096-4106},
  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},
}