Why Neural Networks Find Simple Solutions: The Many Regularizers of Geometric Complexity

Item #:

068431-0170

Details

DOI: https://doi.org/10.52202/068431-0170
Author(s): David Barrett, Benoit Dherin, Michael Munn, Mihaela Rosca
Pages: 2333-2349 (17 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/10.52202/068431-0170
Author(s): David Barrett, Benoit Dherin, Michael Munn, Mihaela Rosca
Pages: 2333-2349 (17 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)