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.
Lecture
Advanced Information Theory: F-Divergences and Generalization Error
Description
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.
Instructor
proident nulla
Et veniam mollit aute labore anim eiusmod irure. Proident duis fugiat qui nostrud voluptate mollit. Esse reprehenderit incididunt aliqua cupidatat officia. Nulla reprehenderit Lorem dolore sunt est. Quis elit qui mollit in culpa voluptate duis ut consectetur officia. Sint non ipsum elit consectetur excepteur aliqua do velit dolor officia minim amet reprehenderit duis. Qui nulla ad excepteur in ex velit nisi fugiat occaecat amet commodo anim magna.
Official source
About this result
This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.