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CS-E4740 Project Info
CS-E4740 Federated Learning - Course Outline
CS-E4740 Lecture 31-03-2025
CS E4740 Federated Learning - Course Overview
CS-E4740 FL Algorithms II
CS-E4740 FL Project Kickoff
CS-E4740 Data Poisoning and its Cure in FL
CS-E4740 Federated Learning - FL Applications
CS-E4740 FL Flavors
CS-E4740 Guest Talk from Javier Fernandez-Marques (Flower Labs)
CS-E4740 Asynchronous FL Algorithms
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Last Updated: October 23, 2026
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Summary
This lecture explores various data and model poisoning attacks on machine learning systems, with a special focus on federated ... This is the recording of the welcome lecture for the course We discuss the course schedule, coding assignments, quizzes, grading and student Recording of the exercise session on 26-Feb-2025. This session introduces the first coding assignment "ML Basics" which can be ... course site: FederatedLearningAalto.github.io — Course site: federatedlearningaalto.github.io/ Register for spring 2027 ... Recording of the lecture "Trustworthy FL" within the course This video gives an overview of the course Recording of the kick-off session for the A brief overview of some applications of federated learning. — Course site: federatedlearningaalto.github.io/ Register for ... This lecture discusses some main flavors of federated learning and how they use different design choices and optimization ... This lecture will be divided into three parts: first, we will introduce the opportunities that FL brings compared to traditional ...