Series

Privacy in AI: Federated Learning

I will share insights about a collaborative machine learning approach called Federated Learning. This series explores federated learning principles, applications, and advancements, highlighting its impact on AI and privacy in the digital era.

An Introduction to Federated Learning: Decentralized Data, Centralized Intelligence
In many real-world applications, training machine learning models on client data is challenging due to data exchange issues and user privacy concerns. To address these problems, McMahan et al. introduced federated learning in 2016. Definition of fede...
Jul 4, 20242 min read8

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