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 - 2.0483430 - ÚTIA 2018 RIV US eng C - Conference Paper (international conference)
Tichavský, Petr - Phan, A. H. - Cichocki, A.
Under-Determined Tensor Diagonalization for Decomposition of Difficult Tensors.
IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) 2017. Piscataway: IEEE, 2017, s. 263-266. ISBN 978-1-5386-1250-7.
[CAMSAP 2017 - 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing. Curacao (NL), 10.12.2017-13.12.2017]
R&D Projects: GA ČR GA17-00902S
Institutional support: RVO:67985556
Keywords : canonical polyadic decomposition * tensor decomposition * matrix multiplication
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2017/SI/tichavsky-0483430.pdf
Permanent Link: http://hdl.handle.net/11104/0278758 - 3.0474387 - 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 - 4.0472586 - ÚTIA 2018 RIV US eng C - Conference Paper (international conference)
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Partitioned Hierarchical Alternating Least Squares Algorithm for CP Tensor Decomposition.
2017 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2017. New Orleans: IEEE, 2017, s. 2542-2546. ISBN 978-1-5090-4116-9.
[2017 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2017. New Orleans (US), 05.03.2017-09.03.2017]
R&D Projects: GA ČR GA17-00902S
Institutional support: RVO:67985556
Keywords : tensor decomposition * canonical polyadic decomposition * PARAFAC * alternating least squares
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2017/SI/tichavsky-0472586.pdf
Permanent Link: http://hdl.handle.net/11104/0271355 - 5.0460710 - 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 - 6.0448266 - 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 - 7.0448255 - 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 - 8.0447197 - ÚTIA 2016 RIV DE eng C - Conference Paper (international conference)
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Rank Splitting for CANDECOMP/PARAFAC.
Latent Variable Analysis and Signal Separation. Heidelberg: Springer, 2015 - (Vincent, E.; Yeredor, A.; Koldovský, Z.; Tichavský, P.), s. 31-40. Lecture Notes in Computer Science. ISBN 978-3-319-22482-4. ISSN 0302-9743.
[Latent Variable Analysis and Signal Separation 12th International Conference, LVA/ICA 2015. Liberec (CZ), 25.08.2015-28.08.2015]
R&D Projects: GA ČR(CZ) GA14-13713S
Institutional support: RVO:67985556
Keywords : Canonical polyadic decomposition * PARAFAC * deflation
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2015/SI/tichavsky-0447197.pdf
Permanent Link: http://hdl.handle.net/11104/0249578 - 9.0396775 - 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 - 10.0396774 - 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