Robust multilinear decomposition of low rank tensors

X. Han (1, 2) , Laurent Albera (1, 2) , A. Kachenoura (1, 2) , H. Shu (3, 2) , L. Senhadji (1, 2)

1 LTSI - Laboratoire Traitement du Signal et de l'Image
2 CRIBS - Centre de Recherche en Information Biomédicale sino-français
3 LIST - Laboratory of Image Science and Technology [Nanjing]

Keywords: l1norm; Sparse; Multilinear tensor rank; Low rank; Mixed-norm; MTD

Domains: Engineering Sciences [physics]; Signal and Image processing; Life Sciences [q-bio]; Bioengineering

X. Han, Laurent Albera, A. Kachenoura, H. Shu, L. Senhadji. Robust multilinear decomposition of low rank tensors. 14th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICA 2018, Jul 2018, Guildford, United Kingdom. pp.3-12, ⟨10.1007/978-3-319-93764-9_1⟩. ⟨hal-01834811⟩