Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers

Alexandre Lemire Paquin, Brahim Chaib-draa, Philippe Giguère. Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers. Neural Networks, 164:382-394, July 2023. [doi]

@article{PaquinCG23,
  title = {Stability analysis of stochastic gradient descent for homogeneous neural networks and linear classifiers},
  author = {Alexandre Lemire Paquin and Brahim Chaib-draa and Philippe Giguère},
  year = {2023},
  month = {July},
  doi = {10.1016/j.neunet.2023.04.028},
  url = {https://doi.org/10.1016/j.neunet.2023.04.028},
  researchr = {https://researchr.org/publication/PaquinCG23},
  cites = {0},
  citedby = {0},
  journal = {Neural Networks},
  volume = {164},
  pages = {382-394},
}