activity
20122022
most citedGradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction, Question of Convergence

89 citations · 289 across the 16 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

math.NA2017★ 1 cited

Error Preserving Correction for CPD and Bounded-Norm CPD

Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki

In CANDECOMP/PARAFAC tensor decomposition, degeneracy often occurs in some difficult scenarios, e.g., when the rank exceeds the tensor dimension, or when the loading components are…

math.NA2017

Best Rank-One Tensor Approximation and Parallel Update Algorithm for CPD

Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki

A novel algorithm is proposed for CANDECOMP/PARAFAC tensor decomposition to exploit best rank-1 tensor approximation. Different from the existing algorithms, our algorithm updates…