Commenced in January 2007
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Search results for: Weikai Li
1 Uni-Mode Uniqueness Conditions for Candecomp/Parafac of N-Way Arrays with Linearly Dependent Loadings
Authors: Ling Zhang, Weikai Li
Abstract:
Recently three sufficient conditions for the three-way Candecomp/Parafac (CP) model which ensure uniqueness in one of the three modes(“uni-mode uniqueness”) are given. In this paper, we generalize these uniqueness conditions to n ≤ 3 and give a sufficient conditions for the n-way Candecomp/Parafac (CP) model, which ensure uniqueness in one of the n modes.Keywords: uni-mode uniqueness, candecomp/parafac, n-way arrays, decomposition, tensor
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