PAC-Bayes Compression Bounds So Tight that They Can Explain Generalization

Item #:

068431-2281

Details

DOI: https://doi.org/10.52202/068431-2281
Author(s): Marc Finzi, Micah Goldblum, Sanyam Kapoor, Sanae Lotfi, Andres Potapczynski, Andrew Wilson
Pages: 31459-31473 (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/10.52202/068431-2281
Author(s): Marc Finzi, Micah Goldblum, Sanyam Kapoor, Sanae Lotfi, Andres Potapczynski, Andrew Wilson
Pages: 31459-31473 (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)