Convergence of the RMSProp deep learning method with penalty for nonconvex optimization

Dongpo Xu, Shengdong Zhang, Huisheng Zhang, Danilo P. Mandic. Convergence of the RMSProp deep learning method with penalty for nonconvex optimization. Neural Networks, 139:17-23, 2021. [doi]

@article{XuZZM21,
  title = {Convergence of the RMSProp deep learning method with penalty for nonconvex optimization},
  author = {Dongpo Xu and Shengdong Zhang and Huisheng Zhang and Danilo P. Mandic},
  year = {2021},
  doi = {10.1016/j.neunet.2021.02.011},
  url = {https://doi.org/10.1016/j.neunet.2021.02.011},
  researchr = {https://researchr.org/publication/XuZZM21},
  cites = {0},
  citedby = {0},
  journal = {Neural Networks},
  volume = {139},
  pages = {17-23},
}