89 citations · 289 across the 16 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
math.NA2016★ 10 cited
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition
Anh-Huy Phan, Andrzej Cichocki, Andre Uschmajew +3
Decompositions of tensors into factor matrices, which interact through a core tensor, have found numerous applications in signal processing and machine learning. A more general ten…
math.NA2016
Numerical CP Decomposition of Some Difficult Tensors
Petr Tichavsky, Anh Huy Phan, Andrzej Cichocki
In this paper, a numerical method is proposed for canonical polyadic (CP) decomposition of small size tensors. The focus is primarily on decomposition of tensors that correspond to…