Low-Rank Models and Applications (LRMA 22)

15-16 September 2022
two day workshop
Project COLORAMAP, een ERC-project, en project SeLMA, een EOS-project (met de steun van FWO en FNRS)

The workshop will focus on the use of low-rank models in signal processing, data mining and machine learning.

This includes but is not restricted to all aspects of low-rank matrix/tensor approximations, such as nonnegative matrix factorization, (subspace) clustering, independent component analysis, low-rank matrix completion, sparse component analysis, dictionary learning, tensor decompositions, etc. The workshop is also interested in optimization algorithms that are central to compute such decompositions. Many aspects of this class of problems will be discussed including theory (complexity, identifiability, etc.), algorithms, and applications.

Invited Speakers (Plenary)


with the support of the ERC

SeLMA Project

with the support of EOS (FWO + FNRS)


  • 15-16 September 2022
  • Location: Mons, België
  • Language: English
  • Target audience: researchers


  • Registration period: until 12 August 2022
  • Price: free, but registration is necessary

Ready to get started?

All practical information can be found on the workshop website