Distributed Learning in the Nonconvex World: From batch data to streaming and beyond

Tsung-Hui Chang, Mingyi Hong, Hoi-To Wai, Xinwei Zhang, Songtao Lu. Distributed Learning in the Nonconvex World: From batch data to streaming and beyond. IEEE Signal Process. Mag., 37(3):26-38, 2020. [doi]

@article{ChangHWZL20,
  title = {Distributed Learning in the Nonconvex World: From batch data to streaming and beyond},
  author = {Tsung-Hui Chang and Mingyi Hong and Hoi-To Wai and Xinwei Zhang and Songtao Lu},
  year = {2020},
  doi = {10.1109/MSP.2020.2970170},
  url = {https://doi.org/10.1109/MSP.2020.2970170},
  researchr = {https://researchr.org/publication/ChangHWZL20},
  cites = {0},
  citedby = {0},
  journal = {IEEE Signal Process. Mag.},
  volume = {37},
  number = {3},
  pages = {26-38},
}