On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach

Item #:

068431-0717

Details

DOI: https://doi.org/10.52202/068431-0717
Author(s): Elizabeth Daly, Amit Dhurandhar, Rahul Nair, Moninder Singh, Kush Varshney, Dennis Wei
Pages: 9866-9880 (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/10.52202/068431-0717
Author(s): Elizabeth Daly, Amit Dhurandhar, Rahul Nair, Moninder Singh, Kush Varshney, Dennis Wei
Pages: 9866-9880 (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)