- 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.
Data Federation, Federated Learning, Machine Learning
- 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.
Algorithms, Distributed Systems, Federated Learning
- 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.
Data Federation, Federated Learning, Google, Privacy
- 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.
Anonymized, Federated Learning, Learning, Privacy
- 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.
Data Labeling, Federated Learning, Mobile, Privacy, Training
- Federated Learning: An Introduction - Apr 15, 2020.
Improving machine learning models and making them more secure by training on decentralized data.
Federated Learning, Learning, Machine Learning, Privacy, Security