Beyond Neural Scaling Laws: Beating Power Law Scaling Via Data Pruning

Item #:

068431-1419

Details

DOI: https://doi.org/10.52202/068431-1419
Author(s): Surya Ganguli, Robert Geirhos, Ari Morcos, Shashank Shekhar, Ben Sorscher
Pages: 19523-19536 (14 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/10.52202/068431-1419
Author(s): Surya Ganguli, Robert Geirhos, Ari Morcos, Shashank Shekhar, Ben Sorscher
Pages: 19523-19536 (14 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)