A distributional simplicity bias in the learning dynamics of transformers

Item #:

079017-3049

Details

DOI: https://doi.org/10.52202/079017-3049
Author(s): Federica Gerace, Sebastian Goldt, Alessandro Laio, Riccardo Rende
Pages: 96207-96228 (22 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/10.52202/079017-3049
Author(s): Federica Gerace, Sebastian Goldt, Alessandro Laio, Riccardo Rende
Pages: 96207-96228 (22 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)