11/06/2026
What’s actually holding federated learning back right now?
This in-depth review cuts through the hype to map the real advances, and the unresolved challenges, shaping the field.
Foundations and Trends® brings together expert-led, long-form publications that pull complex research into a single, authoritative source.
From data privacy to distributed systems, this is a go-to overview for anyone working in machine learning today.
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Read the article here: https://www.emerald.com/ftmal/article-abstract/14/1-2/1/1332154/Advances-and-Open-Problems-in-Federated-Learning