Federated learning

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At a glance

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Notion

Domain

Science and technology

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What Wikipedia says

Federated learning (also known as collaborative learning) is a machine learning technique in a setting where multiple entities (often called clients) collaboratively train a model while keeping their data decentralized, rather than centrally stored. A defining characteristic of federated learning is data heterogeneity.

Excerpt from the Wikipedia article “Federated learning”, under the CC BY-SA 4.0 license. Read the article on Wikipedia

Image: MarcT0K, CC BY-SA 4.0, via Wikimedia Commons.