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Peter Kairouz

(2 articles)
Federated Learning
2016

Federated Learning

ML approach enabling models to be trained across multiple decentralized devices or servers holding local data samples, without exchanging them.

Generality: 805

Federated Training
2016

Federated Training

Decentralized machine learning approach where multiple devices or nodes collaboratively train a shared model while keeping their data localized, rather than aggregating it centrally.

Generality: 805