Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals

Wasim Ahmad, Maha Shadaydeh, Joachim Denzler. Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. In M. Arif Wani, Ishwar K. Sethi, Weisong Shi, Guangzhi Qu, Daniela Stan Raicu, Ruoming Jin, editors, 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Pasadena, CA, USA, December 13-16, 2021. pages 449-454, IEEE, 2021. [doi]

@inproceedings{AhmadSD21,
  title = {Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals},
  author = {Wasim Ahmad and Maha Shadaydeh and Joachim Denzler},
  year = {2021},
  doi = {10.1109/ICMLA52953.2021.00076},
  url = {https://doi.org/10.1109/ICMLA52953.2021.00076},
  researchr = {https://researchr.org/publication/AhmadSD21},
  cites = {0},
  citedby = {0},
  pages = {449-454},
  booktitle = {20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Pasadena, CA, USA, December 13-16, 2021},
  editor = {M. Arif Wani and Ishwar K. Sethi and Weisong Shi and Guangzhi Qu and Daniela Stan Raicu and Ruoming Jin},
  publisher = {IEEE},
  isbn = {978-1-6654-4337-1},
}