A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics

Rita Fioresi, Pratik Chaudhari, Stefano Soatto. A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics. Entropy, 22(1):101, 2020. [doi]

@article{FioresiCS20,
  title = {A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics},
  author = {Rita Fioresi and Pratik Chaudhari and Stefano Soatto},
  year = {2020},
  doi = {10.3390/e22010101},
  url = {https://doi.org/10.3390/e22010101},
  researchr = {https://researchr.org/publication/FioresiCS20},
  cites = {0},
  citedby = {0},
  journal = {Entropy},
  volume = {22},
  number = {1},
  pages = {101},
}