Balancing Rates and Variance via Adaptive Batch-Size for Stochastic Optimization Problems

Zhan Gao, Alec Koppel, Alejandro Ribeiro. Balancing Rates and Variance via Adaptive Batch-Size for Stochastic Optimization Problems. IEEE Transactions on Signal Processing, 70:3693-3708, 2022. [doi]

@article{GaoKR22,
  title = {Balancing Rates and Variance via Adaptive Batch-Size for Stochastic Optimization Problems},
  author = {Zhan Gao and Alec Koppel and Alejandro Ribeiro},
  year = {2022},
  doi = {10.1109/TSP.2022.3186526},
  url = {https://doi.org/10.1109/TSP.2022.3186526},
  researchr = {https://researchr.org/publication/GaoKR22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Signal Processing},
  volume = {70},
  pages = {3693-3708},
}