Tradeoffs Between Convergence Speed and Noise Amplification in First-Order Optimization: The Role of Averaging

Samantha Samuelson, Mihailo R. Jovanovic. Tradeoffs Between Convergence Speed and Noise Amplification in First-Order Optimization: The Role of Averaging. In American Control Conference, ACC 2024, Toronto, ON, Canada, July 10-12, 2024. pages 650-655, IEEE, 2024. [doi]

@inproceedings{SamuelsonJ24,
  title = {Tradeoffs Between Convergence Speed and Noise Amplification in First-Order Optimization: The Role of Averaging},
  author = {Samantha Samuelson and Mihailo R. Jovanovic},
  year = {2024},
  doi = {10.23919/ACC60939.2024.10644571},
  url = {https://doi.org/10.23919/ACC60939.2024.10644571},
  researchr = {https://researchr.org/publication/SamuelsonJ24},
  cites = {0},
  citedby = {0},
  pages = {650-655},
  booktitle = {American Control Conference, ACC 2024, Toronto, ON, Canada, July 10-12, 2024},
  publisher = {IEEE},
  isbn = {979-8-3503-8265-5},
}