Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering

Florent Forest , Mustapha Lebbah (1) , Hanene Azzag (1) , Jérôme Lacaille (2)

1 LIPN - Laboratoire d'Informatique de Paris-Nord
2 Safran Aircraft Engines

Domaines: Apprentissage [cs.LG]

Florent Forest, Mustapha Lebbah, Hanene Azzag, Jérôme Lacaille. Deep embedded self-organizing maps for joint representation learning and topology-preserving clustering. Neural Computing and Applications, 2021, 33 (24), pp.17439-17469. ⟨10.1007/s00521-021-06331-w⟩. ⟨hal-04456304⟩