Global Convergence and Stability of Stochastic Gradient Descent

Vivak Patel, Shushu Zhang, Bowen Tian. Global Convergence and Stability of Stochastic Gradient Descent. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{PatelZT22,
  title = {Global Convergence and Stability of Stochastic Gradient Descent},
  author = {Vivak Patel and Shushu Zhang and Bowen Tian},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/ea05e4fc0299c27648c9985266abad47-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/PatelZT22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}