Evaluating Robustness to Dataset Shift Via Parametric Robustness Sets

Item #:

068431-1228

Details

DOI: https://doi.org/10.52202/068431-1228
Author(s): Michael Oberst, David Sontag, Nikolaj Thams
Pages: 16877-16889 (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/10.52202/068431-1228
Author(s): Michael Oberst, David Sontag, Nikolaj Thams
Pages: 16877-16889 (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)