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GA14-13713S

  1. Koldovský Zbyněk, Tichavský Petr :  Improved variants of the FastICA algorithm , Advances in Independent Component Analysis and Learning Machines, p. 53-74 , Eds: Bingham Ella, Kaski Samuel, Laaksonen Jorma, Lampinen Jouko [2015] Download DOI: 10.1016/B978-0-12-802806-3.00002-6

  1. Tichavský Petr, Phan A. H., Cichocki A. :  Non-orthogonal tensor diagonalization , Signal Processing vol.138, 1 (2017), p. 313-320 [2017] Download DOI: 10.1016/j.sigpro.2017.04.001
  2. Tichavský Petr, Phan A. H., Cichocki A. :  Numerical CP Decomposition of Some Difficult Tensors , Journal of Computational and Applied Mathematics vol.317, 1 (2017), p. 362-370 [2017] Download DOI: 10.1016/j.cam.2016.12.007
  3. Tichavský Petr, Phan A. H., Cichocki A. :  Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition , IEEE Signal Processing Letters vol.23, 7 (2016), p. 993-997 [2016] Download DOI: 10.1109/LSP.2016.2577383
  4. Phan A. H., Tichavský Petr, Cichocki A. :  Tensor Deflation for CANDECOMP/PARAFAC - Part II: Initialization and Error Analysis , IEEE Transactions on Signal Processing vol.63, 22 (2015), p. 5939-5950 [2015] Download DOI: 10.1109/TSP.2015.2458789
  5. Phan A. H., Tichavský Petr, Cichocki A. :  Tensor Deflation for CANDECOMP/PARAFAC - Part I: Alternating Subspace Update Algorithm , IEEE Transactions on Signal Processing vol.63, 22 (2015), p. 5924-5938 [2015] Download DOI: 10.1109/TSP.2015.2458785

  1. Naskovska K., Haardt M., Tichavský Petr, Chabriel G., Barrere J. :  Extension of the semi-algebraic framework for approximate CP decompositions via non-symmetric simultaneous matrix diagonalization , Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Proocessing, p. 2971-2975, IEEE International Conference on Acoustics, Speech, and Signal Processing 2016 (ICASSP2016), (Shanghai, CN, 20.03.2016-25.03.2016) [2016] Download DOI: 10.1109/ICASSP.2016.7472222
  2. Phan A. H., Tichavský Petr, Cichocki A. :  Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition , Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Proocessing, p. 2549-2553, IEEE International Conference on Acoustics, Speech, and Signal Processing 2016 (ICASSP2016), (Shanghai, CN, 20.03.2016-25.03.2016) [2016] Download DOI: 10.1109/ICASSP.2016.7472137
  3. Šembera Ondřej, Tichavský Petr, Koldovský Z. :  Blind separation of underdetermined linear mixtures based on source nonstationarity and AR(1) modeling , Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Proocessing, p. 4323-4327, IEEE International Conference on Acoustics, Speech, and Signal Processing 2016 (ICASSP2016), (Shanghai, CN, 20.03.2016-25.03.2016) [2016] Download DOI: 10.1109/ICASSP.2016.7472493
  4. Phan A. H., Tichavský Petr, Cichocki A. :  Rank Splitting for CANDECOMP/PARAFAC , Latent Variable Analysis and Signal Separation, p. 31-40 , Eds: Vincent Emmanuel, Yeredor Arie, Koldovský Zbyněk, Tichavský Petr, Latent Variable Analysis and Signal Separation 12th International Conference, LVA/ICA 2015, (Liberec, CZ, 25.08.2015-28.08.2015) [2015] Download DOI: 10.1007/978-3-319-22482-4_4
  5. Tichavský Petr, Šembera Ondřej, Koldovský Zbyněk :  Blind Separation of Mixtures of Piecewise AR(1) Processes and Model Mismatch , Latent Variable Analysis and Signal Separation, p. 304-311 , Eds: Vincent Emmanuel, Yeredor Arie, Koldovský Zbyněk, Tichavský Petr, Latent Variable Analysis and Signal Separation 12th International Conference, LVA/ICA 2015, (Liberec, CZ, 25.08.2015-28.08.2015) [2015] Download DOI: 10.1007/978-3-319-22482-4_35
  6. Tichavský Petr, Phan A. H., Cichocki A. :  Two-sided diagonalization of order-three tensors , Proceedings of the 23rd European Signal Processing Conference (EUSIPCO 2015), p. 998-1002, 23rd European Signal Processing Conference (EUSIPCO), (Nice, FR, 31.08.2015-04.09.2015) [2015] Download DOI: 10.1109/EUSIPCO.2015.7362532
  7. Phan A. H., Tichavský Petr, Cichocki A. :  Low rank tensor deconvolution , Proceedings of 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), p. 2169-2173, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2015, (Brisbane, AU, 19.04.2015-24.04.2015) [2015] Download DOI: 10.1109/ICASSP.2015.7178355
  8. Vomlel Jiří, Tichavský Petr :  An Approximate Tensor-Based Inference Method Applied to the Game of Minesweeper , Probabilistic Graphical Models, p. 535-550 , Eds: van der Gaag Linda C. , Feelders Ad J. , 7th European Workshop, PGM 2014,, (Utrecht, NL, 17.09.2014-19.09.2014) [2014] Download DOI: 10.1007/978-3-319-11433-0_35
  9. Phan A. H., Cichocki A., Tichavský Petr :  On Fast Algorithms for Orthogonal Tucker Decomposition , 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), p. 6766-6770, IEEE International Conference on Acoustics, Speech, and Signal Processing 2014 (ICASSP2014), (Florence, IT, 04.05.2014-09.05.2014) [2014] Download DOI: 10.1109/ICASSP.2014.6854910
  10. Phan A. H., Tichavský Petr, Cichocki A. :  Deflation Method for CANDECOMP/PARAFAC Tensor Decomposition , 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), p. 6736-6740, IEEE International Conference on Acoustics, Speech, and Signal Processing 2014 (ICASSP2014), (Florence, IT, 04.05.2014-09.05.2014) [2014] Download DOI: 10.1109/ICASSP.2014.6854904
2019-01-07 08:39
Institute of Information Theory and Automation