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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 provides a general overview of classification problems, focusing on different loss functions such as hinge and logistic loss. The instructor discusses the concepts of convexity, logistic classification, cross-entropy, and support vector machines.