A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast

Jongmin Lee, Chanwoo Park, Ernest K. Ryu. A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 11999-12012, 2021. [doi]

@inproceedings{LeePR21-0,
  title = {A Geometric Structure of Acceleration and Its Role in Making Gradients Small Fast},
  author = {Jongmin Lee and Chanwoo Park and Ernest K. Ryu},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/647c722bf90a49140184672e0d3723e3-Abstract.html},
  researchr = {https://researchr.org/publication/LeePR21-0},
  cites = {0},
  citedby = {0},
  pages = {11999-12012},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}