This compendium on tensor approximation (TA) gives an overview on typical tensor approximation notation and definitions. TA is a tool for data approximation in higher orders …
In this course, we will introduce the basic concepts of tensor approximation (TA)–a higher- order generalization of the SVD and PCA methods–as well as its applications to visual data …