Implicit Regularization Or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions

Item #:

068431-2608

Details

DOI: https://doi.org/10.52202/068431-2608
Author(s): Ben Adlam, Courtney Paquette, Elliot Paquette, Jeffrey Pennington
Pages: 35984-35999 (16 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/10.52202/068431-2608
Author(s): Ben Adlam, Courtney Paquette, Elliot Paquette, Jeffrey Pennington
Pages: 35984-35999 (16 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)