Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem

Francesca Mignacco, Pierfrancesco Urbani, Lenka Zdeborová. Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem. Mach. Learn. Sci. Technol., 2(3):35029, September 2021. [doi]

@article{MignaccoUZ21,
  title = {Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem},
  author = {Francesca Mignacco and Pierfrancesco Urbani and Lenka Zdeborová},
  year = {2021},
  month = {September},
  doi = {10.1088/2632-2153/ac0615},
  url = {https://doi.org/10.1088/2632-2153/ac0615},
  researchr = {https://researchr.org/publication/MignaccoUZ21},
  cites = {0},
  citedby = {0},
  journal = {Mach. Learn. Sci. Technol.},
  volume = {2},
  number = {3},
  pages = {35029},
}