A Single Timescale Stochastic Approximation Method for Nested Stochastic Optimization

Saeed Ghadimi, Andrzej Ruszczynski, Mengdi Wang. A Single Timescale Stochastic Approximation Method for Nested Stochastic Optimization. SIAM Journal on Optimization, 30(1):960-979, 2020. [doi]

@article{GhadimiRW20,
  title = {A Single Timescale Stochastic Approximation Method for Nested Stochastic Optimization},
  author = {Saeed Ghadimi and Andrzej Ruszczynski and Mengdi Wang},
  year = {2020},
  doi = {10.1137/18M1230542},
  url = {https://doi.org/10.1137/18M1230542},
  researchr = {https://researchr.org/publication/GhadimiRW20},
  cites = {0},
  citedby = {0},
  journal = {SIAM Journal on Optimization},
  volume = {30},
  number = {1},
  pages = {960-979},
}