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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 the concept of Belief Propagation in graphical models, discussing topics such as factor graphs, probabilistic distributions, spin glass examples, Boltzmann probability distributions, and the application of Belief Propagation on trees. It also delves into graph coloring and the properties of proper colorings in graphs, as well as the belief propagation process in the context of graph theory.