Identifiability Guarantees for Causal Disentanglement from Soft Interventions

Item #:

075280-2186

Details

DOI: https://doi.org/10.52202/075280-2186
Author(s): Kristjan Greenewald, Karthikeyan Shanmugam, Chandler Squires, Akash Srivastava, Caroline Uhler, Jiaqi Zhang
Pages: 50254-50292 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-2186
Author(s): Kristjan Greenewald, Karthikeyan Shanmugam, Chandler Squires, Akash Srivastava, Caroline Uhler, Jiaqi Zhang
Pages: 50254-50292 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)