Financing: Research Foundation - Flanders (FWO)

Project reference Nr.: EOS project G0F6718N
Start: 2018-01-01
End: 2022-12-31

Description:

Structured low-rank matrix/tensor approximation Higher-order tensors are the natural generaliza- tions of vectors (first order) and matrices (second order). They may be viewed as multi-way arrays of numbers. Key to numerous applications involving matrices and/or tensors is the proper exploitation of structure and in particular low rank. This project aims to make a series of outstanding contributions con- cerning low-rank matrix/tensor approximation based methods, with a strong emphasis on mathemat-   ical foundations and numerical properties.  

Website: https://www.esat.kuleuven.be/stadius/selma/

SMC people involved in the project:

• Marc Van Barel (Co-promoter)
• Bart De Moor (Co-promoter)
• Panagiotis Patrinos (Co-promoter)
• Lieven De Lathauwer (Coordinator)
• Ivan Markovsky (Promoter)
• Nicolas Gillis (Promoter)
• Pierre-Antoine Absil (Promoter)
• Katrien De Cock (Team member)
• Oscar Mauricio Agudelo Manozca (Team member)