Deep IV: A Flexible Approach for Counterfactual Prediction ​

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Authors: Uri Shalit, Fredrik D. Johansson, David Sontag
Year: 2018
Journal: NeurIPS
DOI: 10.48550/arXiv.1611.09548
Publisher: https://arxiv.org/abs/1611.09548

Keywords: deep-iv, instrumental

Abstract ​

We present a method for counterfactual prediction using instrumental variables and deep learning.

Cite this paper ​

@misc{deepiv2018,
  title  = {Deep IV: A Flexible Approach for Counterfactual Prediction},
  author = {Uri Shalit, Fredrik D. Johansson, David Sontag},
  year   = {2018},
  journal = {NeurIPS},
  doi    = {10.48550/arXiv.1611.09548},
  url    = {https://doi.org/10.48550/arXiv.1611.09548},
}

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