Search results
- 1.0500107 - ÚTIA 2020 RIV US eng J - Journal Article
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound.
IEEE Transactions on Signal Processing. Roč. 67, č. 5 (2019), s. 1175-1190. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR GA17-00902S
Institutional support: RVO:67985556
Keywords : Canonical polyadic decomposition * parallel factor analysis * tensor decomposition
OECD category: Statistics and probability
Impact factor: 5.028, year: 2019
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2019/SI/tichavsky-0500107.pdf https://ieeexplore.ieee.org/document/8579207
Permanent Link: http://hdl.handle.net/11104/0293323 - 2.0474387 - ÚTIA 2018 RIV NL eng J - Journal Article
Tichavský, Petr - Phan, A. H. - Cichocki, A.
Non-orthogonal tensor diagonalization.
Signal Processing. Roč. 138, č. 1 (2017), s. 313-320. ISSN 0165-1684. E-ISSN 1872-7557
R&D Projects: GA ČR(CZ) GA14-13713S; GA ČR GA17-00902S
Institutional support: RVO:67985556
Keywords : multilinear models * canonical polyadic decomposition * parallel factor analysis
OECD category: Statistics and probability
Impact factor: 3.470, year: 2017
http://library.utia.cas.cz/separaty/2017/SI/tichavsky-0474387.pdf
Permanent Link: http://hdl.handle.net/11104/0271454 - 3.0468385 - ÚTIA 2018 RIV NL eng J - Journal Article
Tichavský, Petr - Phan, A. H. - Cichocki, A.
Numerical CP Decomposition of Some Difficult Tensors.
Journal of Computational and Applied Mathematics. Roč. 317, č. 1 (2017), s. 362-370. ISSN 0377-0427. E-ISSN 1879-1778
R&D Projects: GA ČR(CZ) GA14-13713S
Institutional support: RVO:67985556
Keywords : Small matrix multiplication * Canonical polyadic tensor decomposition * Levenberg-Marquardt method
OECD category: Applied mathematics
Impact factor: 1.632, year: 2017
http://library.utia.cas.cz/separaty/2017/SI/tichavsky-0468385.pdf
Permanent Link: http://hdl.handle.net/11104/0270594 - 4.0460710 - ÚTIA 2017 RIV US eng J - Journal Article
Tichavský, Petr - Phan, A. H. - Cichocki, A.
Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition.
IEEE Signal Processing Letters. Roč. 23, č. 7 (2016), s. 993-997. ISSN 1070-9908. E-ISSN 1558-2361
R&D Projects: GA ČR(CZ) GA14-13713S
Institutional support: RVO:67985556
Keywords : canonical polyadic decomposition * PARAFAC * tensor decomposition
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.528, year: 2016
http://library.utia.cas.cz/separaty/2016/SI/tichavsky-0460710.pdf
Permanent Link: http://hdl.handle.net/11104/0261531 - 5.0448266 - ÚTIA 2016 RIV US eng J - Journal Article
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Tensor Deflation for CANDECOMP/PARAFAC - Part II: Initialization and Error Analysis.
IEEE Transactions on Signal Processing. Roč. 63, č. 22 (2015), s. 5939-5950. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR(CZ) GA14-13713S
Institutional support: RVO:67985556
Keywords : Canonical polyadic decomposition * tensor deflation * performance analysis
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.624, year: 2015
http://library.utia.cas.cz/separaty/2015/SI/tichavsky-0448266.pdf
Permanent Link: http://hdl.handle.net/11104/0250565 - 6.0448255 - ÚTIA 2016 RIV US eng J - Journal Article
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Tensor Deflation for CANDECOMP/PARAFAC - Part I: Alternating Subspace Update Algorithm.
IEEE Transactions on Signal Processing. Roč. 63, č. 22 (2015), s. 5924-5938. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR(CZ) GA14-13713S
Institutional support: RVO:67985556
Keywords : Canonical polyadic decomposition * tensor deflation * tensor tracking
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 2.624, year: 2015
http://library.utia.cas.cz/separaty/2015/SI/tichavsky-0448255.pdf
Permanent Link: http://hdl.handle.net/11104/0250564 - 7.0424112 - ÚTIA 2014 RIV US eng J - Journal Article
Koldovský, Zbyněk - Tichavský, Petr - Phan, A. H. - Cichocki, A.
A Two-Stage MMSE Beamformer for Underdetermined Signal Separation.
IEEE Signal Processing Letters. Roč. 20, č. 12 (2013), s. 1227-1230. ISSN 1070-9908. E-ISSN 1558-2361
Grant - others:GA ČR(CZ) GAP103/11/1947
Program: GA
Institutional support: RVO:67985556
Keywords : beamforming * underdetermined mixtures * blind source separation
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.639, year: 2013
http://library.utia.cas.cz/separaty/2014/SI/koldovsky-0424112.pdf
Permanent Link: http://hdl.handle.net/11104/0230619 - 8.0396775 - ÚTIA 2014 RIV US eng J - Journal Article
Phan, A. H. - Tichavský, Petr - Cichocki, A.
CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping.
IEEE Transactions on Signal Processing. Roč. 61, č. 19 (2013), s. 4847-4860. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR GA102/09/1278
Institutional support: RVO:67985556
Keywords : tensor factorization * canonical polyadic decomposition * Cramer-Rao bound
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 3.198, year: 2013
http://library.utia.cas.cz/separaty/2013/SI/tichavsky-0396775.pdf
Permanent Link: http://hdl.handle.net/11104/0225514 - 9.0396774 - ÚTIA 2014 RIV US eng J - Journal Article
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations.
IEEE Transactions on Signal Processing. Roč. 61, č. 19 (2013), s. 4834-4846. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR GA102/09/1278
Institutional support: RVO:67985556
Keywords : Canonical polyadic decomposition * tensor decomposition
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 3.198, year: 2013
http://library.utia.cas.cz/separaty/2013/SI/tichavsky-0396774.pdf
Permanent Link: http://hdl.handle.net/11104/0225512 - 10.0391019 - ÚTIA 2014 RIV US eng J - Journal Article
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Low Complexity Damped Gauss-Newton algorithms for CANDECOMP/PARAFAC.
SIAM Journal on Matrix Analysis and Applications. Roč. 34, č. 1 (2013), s. 126-147. ISSN 0895-4798. E-ISSN 1095-7162
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/09/1278
Institutional support: RVO:67985556
Keywords : tensor factorization * canonical polyadic decomposition * alternating least squares
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 1.806, year: 2013
http://library.utia.cas.cz/separaty/2014/SI/tichavsky-0391019.pdf
Permanent Link: http://hdl.handle.net/11104/0219987