Federated Learning

• Basics of Federated Learning
• Advantages of Federated Learning
• Federated Updates

Refs

• OpenMined Blog
• Nvidia
• Unite.ai
• Google blog
• Wiki
• Digital health : Rieke, N., Hancox, J., Li, W. et al. The future of digital health with federated learning. npj Digit. Med. 3, 119 (2020). https://doi.org/10.1038/s41746-020-00323-1
• Gboard : Chen, M., Mathews, R., Ouyang, T., & Beaufays, F. (2019). Federated learning of out-of-vocabulary words. arXiv preprint arXiv:1903.10635. Paper
• Chen, M., Mathews, R., Ouyang, T., & Beaufays, F. (2019). Federated learning of out-of-vocabulary words. arXiv preprint arXiv:1903.10635.