Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning

Item #:

079017-2580

Details

DOI: https://doi.org/10.52202/079017-2580
Author(s): Feng Chen, Clémentine Dominé, Surya Ganguli, David Klindt, Daniel Kunin, Allan Raventós, Andrew Saxe
Pages: 81157-81203 (47 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2580
Author(s): Feng Chen, Clémentine Dominé, Surya Ganguli, David Klindt, Daniel Kunin, Allan Raventós, Andrew Saxe
Pages: 81157-81203 (47 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)