Constrained Matrix and Tensor Factorizations

The aim of this talk is to give an overview over our research on constrained matrix and tensor factorizations. We give an introduction into these factorizations and into possible constraints. Furthermore, we discuss joint factorizations in data fusion. Several methods for their computation are considered, which are fitted to the respective constraints. Finally, some applications in various states of completion are presented.