- Federated Learning: Collaborative Machine Learning with a Tutorial on How to Get Started - Dec 21, 2021.
Read on to learn more about the intricacies of federated learning and what it can do for machine learning on sensitive data.
- Difference between distributed learning versus federated learning algorithms - Nov 19, 2021.
Want to know the difference between distributed and federated learning? Read this article to find out.
- Federated Learning: Google’s Take - Nov 8, 2021.
This blog will be focusing on the work Google has been doing in the Federated Learning space.
- Breaking Privacy in Federated Learning - Aug 26, 2020.
Despite the benefits of federated learning, there are still ways of breaching a user’s privacy, even without sharing private data. In this article, we’ll review some research papers that discuss how federated learning includes this vulnerability.
- Introduction to Federated Learning - Aug 20, 2020.
Federated learning means enabling on-device training, model personalization, and more. Read more about it in this article.
- Federated Learning: An Introduction - Apr 15, 2020.
Improving machine learning models and making them more secure by training on decentralized data.