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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers advanced topics in information theory, focusing on f-divergences and their properties, such as strict convexity and the Kullback-Leibler divergence. It also explores the application of these concepts in measuring the generalization error in supervised learning algorithms.