Two-Layer Neural Network on Infinite Dimensional Data: Global Optimization Guarantee in the Mean-Field Regime

Item #:

068431-2363

Details

DOI: https://doi.org/10.52202/068431-2363
Author(s): Naoki Nishikawa, Atsushi Nitanda, Taiji Suzuki, Denny Wu
Pages: 32612-32623 (12 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/10.52202/068431-2363
Author(s): Naoki Nishikawa, Atsushi Nitanda, Taiji Suzuki, Denny Wu
Pages: 32612-32623 (12 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)