Core Concepts in Federated Learning
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In this chapter, we'll introduce several of the fundamental concepts for understanding federated learning (FL). We begin by discussing some of the different flavors of FL and why they constitute distinct subdomains each with their own applications, challenges, and research literature. Next, we briefly discuss three of the most important building blocks associated with FL pipelines: Clients, Servers, and Aggregation.
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