Diagnosing Failures of Fairness Transfer Across Distribution Shift in Real-World Medical Settings

Item #:

068431-1403

Details

DOI: https://doi.org/10.52202/068431-1403
Author(s): Ibrahim Alabdulmohsin, Alexander Brown, Christina Chen, Silvia Chiappa, Alexander D'Amour, Awa Dieng, Natalie Harris, Katherine Heller, Alan Karthikesalingam, Sanmi Koyejo, Yuan Liu, Diana Mincu, Vivek Natarajan, Krista Opsahl-Ong, et al.
Pages: 19304-19318 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1403
Author(s): Ibrahim Alabdulmohsin, Alexander Brown, Christina Chen, Silvia Chiappa, Alexander D'Amour, Awa Dieng, Natalie Harris, Katherine Heller, Alan Karthikesalingam, Sanmi Koyejo, Yuan Liu, Diana Mincu, Vivek Natarajan, Krista Opsahl-Ong, et al.
Pages: 19304-19318 (15 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)