Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms

Xiangyi Chen, Tiancong Chen, Haoran Sun, Steven Z. Wu, Mingyi Hong. Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{ChenCSWH20,
  title = {Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms},
  author = {Xiangyi Chen and Tiancong Chen and Haoran Sun and Steven Z. Wu and Mingyi Hong},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/f629ed9325990b10543ab5946c1362fb-Abstract.html},
  researchr = {https://researchr.org/publication/ChenCSWH20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}