Beyond NTK with Vanilla Gradient Descent: A Mean-Field Analysis of Neural Networks with Polynomial Width, Samples, and Time

Item #:

075280-2506

Details

DOI: https://doi.org/10.52202/075280-2506
Author(s): Kefan Dong, Margalit Glasgow, Tengyu Ma, Arvind Mahankali, Haochen Zhang
Pages: 57367-57480 (114 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-2506
Author(s): Kefan Dong, Margalit Glasgow, Tengyu Ma, Arvind Mahankali, Haochen Zhang
Pages: 57367-57480 (114 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)