Assumption violations in causal discovery and the robustness of score matching

Item #:

075280-2050

Details

DOI: https://doi.org/10.52202/075280-2050
Author(s): Bryon Aragam, Elias Eulig, Dominik Janzing, Francesco Locatello, Atalanti Mastakouri, Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco
Pages: 47339-47378 (40 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/10.52202/075280-2050
Author(s): Bryon Aragam, Elias Eulig, Dominik Janzing, Francesco Locatello, Atalanti Mastakouri, Francesco Montagna, Nicoletta Noceti, Lorenzo Rosasco
Pages: 47339-47378 (40 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)