The Geometry of Spectral Gradient Descent: Layerwise Criteria for SignSGD vs SpecSGD

書誌情報

このページは正式な書誌情報と関連リンクをまとめています。概要は原文リンクをご覧ください。

主な情報

• Oral Presentation
• Travel Grant

関連リンク

• OpenReview

引用

Hiroki Naganuma, Laura Gomezjurado Gonzalez, Mahdi Ghaznavi, Ioannis Mitliagkas. “The Geometry of Spectral Gradient Descent: Layerwise Criteria for SignSGD vs SpecSGD.” ICLR 2026 Workshop on Geometry-grounded Representation Learning and Generative Modeling, 2026.

@inproceedings{Naganuma2026The,
  title = {The Geometry of Spectral Gradient Descent: Layerwise Criteria for SignSGD vs SpecSGD},
  author = {Hiroki Naganuma and Laura Gomezjurado Gonzalez and Mahdi Ghaznavi and Ioannis Mitliagkas},
  year = {2026},
  booktitle = {ICLR 2026 Workshop on Geometry-grounded Representation Learning and Generative Modeling},
  url = {https://openreview.net/forum?id=lDs4vkSX7J}
}