Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws

Item #:

085713-4910

Details

DOI: https://doi.org/10.52202/085713-4910
Author(s): Gerard Ben Arous, Murat Erdogdu, Nuri Mert Vural, Denny Wu
Pages: 162874-162961 (88 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-4910
Author(s): Gerard Ben Arous, Murat Erdogdu, Nuri Mert Vural, Denny Wu
Pages: 162874-162961 (88 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)