Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions

Item #:

068431-0789

Details

DOI: https://doi.org/10.52202/068431-0789
Author(s): Niao He, Negar Kiyavash, Saeed Masiha, Saber Salehkaleybar, Patrick Thiran
Pages: 10862-10875 (14 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/10.52202/068431-0789
Author(s): Niao He, Negar Kiyavash, Saeed Masiha, Saber Salehkaleybar, Patrick Thiran
Pages: 10862-10875 (14 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)