Global Stability and Step Size Robustness of RMSProp

Naum Dimitrieski, Maria Christine Honecker, Carsten W. Scherer, Christian Ebenbauer. Global Stability and Step Size Robustness of RMSProp. IEEE Control Systems Letters, 10:1771-1776, 2026. [doi]

@article{DimitrieskiHSE26,
  title = {Global Stability and Step Size Robustness of RMSProp},
  author = {Naum Dimitrieski and Maria Christine Honecker and Carsten W. Scherer and Christian Ebenbauer},
  year = {2026},
  doi = {10.1109/LCSYS.2026.3708737},
  url = {https://doi.org/10.1109/LCSYS.2026.3708737},
  researchr = {https://researchr.org/publication/DimitrieskiHSE26},
  cites = {0},
  citedby = {0},
  journal = {IEEE Control Systems Letters},
  volume = {10},
  pages = {1771-1776},
}