Identifiability Guarantees for Causal Disentanglement from Soft Interventions

Jiaqi Zhang, Kristjan H. Greenewald, Chandler Squires, Akash Srivastava, Karthikeyan Shanmugam, Caroline Uhler. Identifiability Guarantees for Causal Disentanglement from Soft Interventions. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{ZhangGSSSU23,
  title = {Identifiability Guarantees for Causal Disentanglement from Soft Interventions},
  author = {Jiaqi Zhang and Kristjan H. Greenewald and Chandler Squires and Akash Srivastava and Karthikeyan Shanmugam and Caroline Uhler},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/9d3a4cdf6f70559e8c6fe02170fba568-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ZhangGSSSU23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}