Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting

Item #:

068431-2601

Details

DOI: https://doi.org/10.52202/068431-2601
Author(s): Pierre Dognin, Soumya Ghosh, Inkit Padhi, Prasanna Sattigeri, Kush Varshney
Pages: 35894-35906 (13 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/10.52202/068431-2601
Author(s): Pierre Dognin, Soumya Ghosh, Inkit Padhi, Prasanna Sattigeri, Kush Varshney
Pages: 35894-35906 (13 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)