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Bibliografie
GA17-00902S
Kautský V.
,
Tichavský Petr
,
Koldovský Z.
,
Adali T.
:
Performance Bounds for Complex-Valued Independent Vector Analysis
,
IEEE Transactions on Signal Processing vol.68, 1 (2020), p. 4258-4267
[2020]
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DOI:
10.1109/TSP.2020.3009507
Phan A. H.
,
Cichocki A.
,
Uschmajew A.
,
Tichavský Petr
,
Luta G.
:
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation
,
IEEE Transactions on Neural Networks and Learning Systems vol.31, 11 (2020), p. 4622-4636
[2020]
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DOI:
10.1109/TNNLS.2019.2956926
Tichavský Petr
,
Phan A. H.
,
Cichocki A.
:
Sensitivity in tensor decomposition
,
IEEE Signal Processing Letters vol.26, 11 (2019), p. 1653-1657
[2019]
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DOI:
10.1109/LSP.2019.2943060
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 vol.67, 5 (2019), p. 1175-1190
[2019]
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DOI:
10.1109/TSP.2018.2887192
Koldovský Z.
,
Tichavský Petr
:
Gradient Algorithms for Complex Non-Gaussian Independent Component/Vector Extraction, Question of Convergence
,
IEEE Transactions on Signal Processing vol.67, 4 (2019), p. 1050-1064
[2019]
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DOI:
10.1109/TSP.2018.2887185
Tichavský Petr
,
Phan A. H.
,
Cichocki A.
:
Non-orthogonal tensor diagonalization
,
Signal Processing vol.138, 1 (2017), p. 313-320
[2017]
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DOI:
10.1016/j.sigpro.2017.04.001
Tichavský Petr
,
Phan A. H.
,
Cichocki A.
:
Weighted Krylov-Levenberg-Marquardt method for canonical polyadic tensor decomposition
,
2020 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2020, p. 3917-3921
,
2020 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2020, (Barcelona, ES, 20200504)
[2020]
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DOI:
10.1109/ICASSP40776.2020.9054312
Kautský Václav
,
Koldovský Z.
,
Tichavský Petr
:
Performance bound for blind extraction of non-Gaussian complex-valued vector component from Gaussian background
,
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2019, p. 5287-5291
,
2019 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2019, (Brighton, GB, 20190512)
[2019]
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DOI:
10.1109/ICASSP.2019.8683885
Tichavský Petr
,
Vomlel Jiří
:
Representations of Bayesian Networks by Low-Rank Models
,
Proceedings of Machine Learning Research, p. 463-472 , Eds: Kratochvíl Václav, Studený Milan
,
International Conference on Probabilistic Graphical Models, (Praha, CZ, 20180911)
[2018]
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Koldovský Z.
,
Tichavský Petr
,
Ono N.
:
Orthogonally-Constrained Extraction of Independent Non-Gaussian Component from Non-Gaussian Background Without ICA
,
Latent Variable Analysis and Signal Separation, p. 161-170 , Eds: Deville Yannick, Gannot Sharon, Mason Russell, Plumbley Mark D., Ward Dominic
,
Latent Variable Analysis and Signal Separation, (Guilford, GB, 20180702)
[2018]
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DOI:
10.1007/978-3-319-93764-9_16
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 , p. 263-266
,
CAMSAP 2017 - 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, (Curacao, NL, 20171210)
[2017]
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DOI:
10.1109/CAMSAP.2017.8313082
Kautský V.
,
Koldovský Z.
,
Tichavský Petr
:
Cramer-Rao-Induced Bound for Interference-to-Signal Ratio Achievable through Non-Gaussian Independent Component Extraction
,
IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) 2017 , p. 94-97
,
CAMSAP 2017 - 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, (Curacao, NL, 20171210)
[2017]
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DOI:
10.1109/CAMSAP.2017.8313097
Koldovský Z.
,
Tichavský Petr
,
Kautský V.
:
Orthogonally constrained independent component extraction: Blind MPDR beamforming
,
Proceedings of the 25th European Signal Processing Conference (EUSIPCO 2017), p. 1195-1199
,
EUSIPCO 2017 - 25th European Signal Processing Conference, (Kos, GR, 20170828)
[2017]
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DOI:
10.23919/EUSIPCO.2017.8081389
Šembera Ondřej
,
Tichavský Petr
,
Koldovský Z.
:
Adaptive Blind Separation of Instantaneous Linear Mixtures of Independent Sources
,
Latent Variable Analysis and Signal Separation, 13th International Conference, LVA/ICA 2017, p. 172-181 , Eds: Tichavský Petr, Babaie-Zadeh Massoud, Michel Olivier J.J., Thirion-Moreau Nadege
,
Latent Variable Analysis and Signal Separation, (Grenoble, FR, 20170221)
[2017]
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DOI:
10.1007/978-3-319-53547-0
Phan A. H.
,
Tichavský Petr
,
Cichocki A.
:
Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization
,
Latent Variable Analysis and Signal Separation, 13th International Conference, LVA/ICA 2017, p. 36-46 , Eds: Tichavský Petr, Babaie-Zadeh Massoud, Michel Olivier J.J., Thirion-Moreau Nadege
,
Latent Variable Analysis and Signal Separation, (Grenoble, FR, 20170221)
[2017]
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DOI:
10.1007/978-3-319-53547-0
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, p. 2542-2546
,
2017 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2017, (New Orleans, US, 20170305)
[2017]
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DOI:
10.13140/RG.2.2.29610.82882
07.01.2019 - 08:39