466 citations · 881 across the 30 of their papers we have counts for
Showing 2012 · math.NAShow all
3 papers · 2 filters
math.NA2012★ 68 cited
CANDECOMP/PARAFAC Decomposition of High-order Tensors Through Tensor Reshaping
Anh Huy Phan, Petr Tichavsky, Andrzej Cichocki
In general, algorithms for order-3 CANDECOMP/-PARAFAC (CP), also coined canonical polyadic decomposition (CPD), are easily to implement and can be extended to higher order CPD. Unf…
math.NA2012★ 1 cited
Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
The damped Gauss-Newton (dGN) algorithm for CANDECOMP/PARAFAC (CP) decomposition can handle the challenges of collinearity of factors and different magnitudes of factors; neverthel…
math.NA2012★ 17 cited
On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms
Anh Huy Phan, Petr Tichavský, Andrzej Cichocki
Product between mode- unfolding $\bY_{(n)}$ of an -D tensor $\tY$ and Khatri-Rao products of factor matrices $\bA^{(m)}$, exists in algo…