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 the principles of max entropy, focusing on the distribution of probability to maximize entropy and variance. It also delves into the concept of Shannon's entropy and the application of Lagrange multipliers. The lecture further explores Monte Carlo sampling techniques for estimation and discusses the curse of dimensionality in machine learning.