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Summary

Vertical Federated Learning Explained | Personalized Federated Learning | Clustered Federated Learning Demystified | Federated Learning Flavours Explained – Global, This video discusses the notion of local loss functions which are assigned to each node of a ... the next lecture is uh we will study some main flavors of Federated learning including This lecture starts from formulating federated learning as generalized total variation minimization (GTVMIn) over a This lecture applies stochastic gradient descent to GTV minimization. This results in our first federated learning algorithm: ... This video gives an overview of the course This lecture discusses some main flavors of federated learning and how they use different design choices and optimization ... This lecture shows how to formulate federated learning applications as (instances of) generalized total variation minimization ...