Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration

Congliang Chen, Li Shen 0005, Fangyu Zou, Wei Liu 0005. Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. Journal of Machine Learning Research, 23, 2022. [doi]

@article{Chen0Z022,
  title = {Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration},
  author = {Congliang Chen and Li Shen 0005 and Fangyu Zou and Wei Liu 0005},
  year = {2022},
  url = {http://jmlr.org/papers/v23/20-1438.html},
  researchr = {https://researchr.org/publication/Chen0Z022},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {23},
}