999 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Czech Academy of SciencesCZ67 papers
- Charles UniversityCZ39 papers
- Czech Technical University in PragueCZ33 papers
- Johannes Kepler University of LinzAT7 papers
- University of South Bohemia in České BudějoviceCZ6 papers
- University of WarwickGB6 papers
- V. N. Karazin Kharkiv National UniversityUA6 papers
- Federation UniversityAU5 papers
- Prague University of Economics and BusinessCZ5 papers
- Technical University of LiberecCZ5 papers
- Czech Academy of Sciences, Institute of ThermomechanicsCZ4 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE4 papers
4 papers · 2 filters
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…
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…
A TFETI Domain Decomposition Solver for Elastoplastic Problems
M. Čermák, T. Kozubek, S. Sysala +1
We propose an algorithm for the efficient parallel implementation of elastoplastic problems with hardening based on the so-called TFETI (Total Finite Element Tearing and Interconne…
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…