Chaotic Dynamics Are Intrinsic to Neural Network Training with SGD

Item #:

068431-0377

Details

DOI: https://doi.org/10.52202/068431-0377
Author(s): Maximilian Granz, Luis Herrmann, Tim Landgraf
Pages: 5219-5229 (11 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/10.52202/068431-0377
Author(s): Maximilian Granz, Luis Herrmann, Tim Landgraf
Pages: 5219-5229 (11 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)