Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent

Item #:

085713-0373

Details

DOI: https://doi.org/10.52202/085713-0373
Author(s): Peter Richtarik, Simone Maria Giancola, Dymitr Lubczyk, Robin Yadav
Pages: 12364-12424 (61 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-0373
Author(s): Peter Richtarik, Simone Maria Giancola, Dymitr Lubczyk, Robin Yadav
Pages: 12364-12424 (61 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)