@article{JMLR:v27:25-1030,
  author  = {Siyuan Zhang and Nachuan Xiao and Xin Liu},
  title   = {Convergence of Decentralized Stochastic Subgradient-based Methods for Nonsmooth Nonconvex Optimization},
  journal = {Journal of Machine Learning Research},
  year    = {2026},
  volume  = {27},
  number  = {109},
  pages   = {1--52},
  url     = {http://jmlr.org/papers/v27/25-1030.html}
}