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Christian Igel: Machine Learning and Support Vector Machines – University of Copenhagen

Prof. Christian Igel

Prof. Igel will give an introduction to machine learning (ML) and address the problem of solving support vector machines (SVMs) using sequential minimal optimization (SMO). The main message will be that by considering the dual one can sometimes circumvent non-differentiability issues.

Reading Material and Slides

Machine Learning: Kernel-based Method (.pdf file)