Search results
- 1.0574036 - ÚTIA 2024 RIV US eng C - Conference Paper (international conference)
Tichavský, Petr - Phan, A. H.
Tensor Chain Decomposition and Function Interpolation.
Proceedings of the 22nd IEEE Statistical Signal Processing Workshop. Piscataway: IEEE, 2023, s. 557-561. ISBN 978-1-6654-5244-1.
[IEEE Statistical Signal Processing Workshop /22./. Hanoi (VN), 02.07.2023-05.07.2023]
R&D Projects: GA ČR(CZ) GA22-11101S
Institutional support: RVO:67985556
Keywords : multilinear models * tensor train * Rosenbrock function
OECD category: Electrical and electronic engineering
http://library.utia.cas.cz/separaty/2023/SI/tichavsky-0574036.pdf
Permanent Link: https://hdl.handle.net/11104/0344729 - 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 - 3.0447021 - ÚTIA 2016 RIV US eng C - Conference Paper (international conference)
Tichavský, Petr - Phan, A. H. - Cichocki, A.
Two-sided diagonalization of order-three tensors.
Proceedings of the 23rd European Signal Processing Conference (EUSIPCO 2015). Piscataway: IEEE Computer Society, 2015, s. 998-1002. ISBN 978-0-9928626-4-0. ISSN 2076-1465.
[23rd European Signal Processing Conference (EUSIPCO). Nice (FR), 31.08.2015-04.09.2015]
R&D Projects: GA ČR(CZ) GA14-13713S
Institutional support: RVO:67985556
Keywords : Multilinear models * parallel factor analysis * joint matrix diagonalization
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2015/SI/tichavsky-0447021.pdf
Permanent Link: http://hdl.handle.net/11104/0249083 - 4.0391438 - ÚTIA 2014 RIV US eng J - Journal Article
Tichavský, Petr - Phan, A. H. - Koldovský, Zbyněk
Cramér-Rao-Induced Bounds for CANDECOMP/ PARAFAC Tensor Decomposition.
IEEE Transactions on Signal Processing. Roč. 61, č. 8 (2013), s. 1986-1997. ISSN 1053-587X. E-ISSN 1941-0476
R&D Projects: GA ČR GA102/09/1278
Grant - others:GA ČR(CZ) GAP103/11/1947
Program: GA
Institutional support: RVO:67985556
Keywords : Canonical polyadic decomposition * multilinear models * stability
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 3.198, year: 2013
http://library.utia.cas.cz/separaty/2013/SI/tichavsky-0391438.pdf
Permanent Link: http://hdl.handle.net/11104/0220515 - 5.0360026 - ÚTIA 2012 RIV US eng C - Conference Paper (international conference)
Phan, A. H. - Tichavský, Petr - Cichocki, A.
Fast damped Gauss-Newton algorithm for sparse and nonnegative tensor factorization.
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing 2011. Piscataway: IEEE, 2011, s. 1988-1991. ISBN 978-1-4577-0539-7.
[2011 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2011. Praha (CZ), 22.05.2011-27.05.2011]
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/09/1278
Institutional research plan: CEZ:AV0Z10750506
Keywords : Multilinear models * canonical polyadic decomposition * nonegative tensor factorization
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2011/SI/tichavsky-fast damped gauss-newton algorithm for nonnegative matrix factorization.pdf
Permanent Link: http://hdl.handle.net/11104/0197677 - 6.0360025 - ÚTIA 2012 RIV US eng C - Conference Paper (international conference)
Tichavský, Petr - Koldovský, Zbyněk
Stability of CANDECOMP-PARAFAC tensor decomposition.
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing 2011. Piscataway: IEEE, 2011, s. 4164-4167. ISBN 978-1-4577-0539-7.
[2011 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2011. Praha (CZ), 22.05.2011-27.05.2011]
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/09/1278
Institutional research plan: CEZ:AV0Z10750506
Keywords : Multilinear models * canonical polyadic decomposition * Cramer-Rao lower bound
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2011/SI/tichavsky-stability of candecomp-parafac tensor decomposition.pdf
Permanent Link: http://hdl.handle.net/11104/0197676 - 7.0341572 - ÚTIA 2011 RIV US eng C - Conference Paper (international conference)
Tichavský, Petr - Koldovský, Zbyněk
Simultanous search for all modes in multilinear models.
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing 2010. Dallas: IEEE, 2010, s. 4114-4117. ISBN 978-1-4244-4296-6.
[2010 IEEE International Conference on Acoustics, Speech, and Signal Processing. Dallas, TX (US), 14.03.2010-19.03.2010]
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/09/1278
Grant - others:GA ČR(CZ) GP102/07/P384
Program: GP
Institutional research plan: CEZ:AV0Z10750506
Keywords : tensor factorization * multilinear models
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2010/SI/tichavsky-simultanous search for all modes in multilinear models.pdf
Permanent Link: http://hdl.handle.net/11104/0184511