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
Convex Optimization: Gradient Descent
Description
This lecture covers the concept of VC dimension, focusing on practical algorithms like gradient descent and stochastic gradient descent. It explains the definition of convex sets, Lipschitz functions, and the characteristics of convexity. The instructor demonstrates the application of the gradient descent algorithm in convex optimization problems.
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.