Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent

Bao Wang, Tan M. Nguyen, Tao Sun, Andrea L. Bertozzi, Richard G. Baraniuk, Stanley J. Osher. Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent. SIAM J. Imaging Sciences, 15(2):738-761, 2022. [doi]

@article{WangNSBBO22,
  title = {Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent},
  author = {Bao Wang and Tan M. Nguyen and Tao Sun and Andrea L. Bertozzi and Richard G. Baraniuk and Stanley J. Osher},
  year = {2022},
  doi = {10.1137/21m1453311},
  url = {https://doi.org/10.1137/21m1453311},
  researchr = {https://researchr.org/publication/WangNSBBO22},
  cites = {0},
  citedby = {0},
  journal = {SIAM J. Imaging Sciences},
  volume = {15},
  number = {2},
  pages = {738-761},
}