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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 Tucker decomposition, a higher-order singular value decomposition, and its applications in data compression. It explains the notion of multilinear rank, different from tensor rank, and introduces the Higher Order Singular Value Decomposition (HOSVD) as a tensor decomposition method.