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CS-E4740 Lecture FL Design Principle
CS E4740 Federated Learning - Course Overview
CS-E4740 Lec. 25-Feb-2026
CS-E4740 Laplacian Matrix of FL Network
CS-E4740 Coding Assignment Vertical FL
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Last Updated: October 20, 2026
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Summary
This lecture discusses techniques to The talk is jointly organized by the EPFL AI Center and the EPFL Signal Processing Laboratory (LTS4) as part of the AI ... This lecture shows how to formulate federated This video gives an overview of the course This lecture introduced generalized total variation minimization as a design principle for federated This video discusses the Laplacian matrix of a FL network and how its eigenvalue decomposition can be used to characterize the ...