A. Cichocki

  1. 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] Download Download DOI: 10.1109/TSP.2018.2887192
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. Koldovský Zbyněk, Tichavský Petr, Phan A. H., Cichocki A. :  A Two-Stage MMSE Beamformer for Underdetermined Signal Separation , IEEE Signal Processing Letters vol.20, 12 (2013), p. 1227-1230 [2013] Download DOI: 10.1109/LSP.2013.2285932
  8. Phan A. H., Tichavský Petr, Cichocki A. :  CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping , IEEE Transactions on Signal Processing vol.61, 19 (2013), p. 4847-4860 [2013] Download DOI: 10.1109/TSP.2013.2269046
  9. Phan A. H., Tichavský Petr, Cichocki A. :  Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations , IEEE Transactions on Signal Processing vol.61, 19 (2013), p. 4834-4846 [2013] Download DOI: 10.1109/TSP.2013.2269903
  10. Phan A. H., Tichavský Petr, Cichocki A. :  Low Complexity Damped Gauss-Newton algorithms for CANDECOMP/PARAFAC , SIAM Journal on Matrix Analysis and Applications vol.34, 1 (2013), p. 126-147 [2013] Download DOI: 10.1137/100808034

  1. 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] Download DOI: 10.1109/CAMSAP.2017.8313082
  2. 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] Download DOI: 10.1007/978-3-319-53547-0
  3. 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] Download DOI: 10.13140/RG.2.2.29610.82882
  4. 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
  5. 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
  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., 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
  8. 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
  9. Tichavský Petr, Phan A. H., Cichocki A. :  A Further Improvement of a Fast Damped Gauss–Newton Algorithm for CANDECOMP-PARAFAC Tensor Decomposition , 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, p. 5964-5968, IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, (Vancouver, CA, 27.05.2013-31.05.2013) [2013] Download DOI: 10.1109/ICASSP.2013.6638809
  10. Phan A. H., Cichocki A., Tichavský Petr, Luta G., Brockmeier A. :  Tensor Completion Through Multiple Kronecker Product Decomposition , 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, p. 3233-3237, IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, (Vancouver, CA, 27.05.2013-31.05.2013) [2013] Download
  11. Phan A. H., Cichocki A., Tichavský Petr, Zdunek R., Lehky S. :  From Basis Components to Complex Structural Patterns , 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, p. 3228-3232, IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2013, (Vancouver, CA, 27.05.2013-31.05.2013) [2013] Download
  12. Phan A. H., Tichavský Petr, Cichocki A., Koldovský Z. :  Low-rank blind nonnegative matrix deconvolution , IEEE International Conference on Acoustics, Speech, and Signal Processing 2012, p. 1893-1896, IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2012, (Kyoto, JP, 25.03.2012-30.03. 2012) [2012] Download DOI: 10.1109/ICASSP.2012.6288273
  13. Phan A. H., Tichavský Petr, Cichocki A. :  Damped Gauss-Newton algorithm for nonnegative Tucker Decomposition , 2011 IEEE Statistical Signal Processing Workshop (SSP) Proceedings, p. 669-672, 2011 IEEE Statistical Signal Processing Workshop (SSP), (Nice, FR, 28.06.2011-30.06.2011) [2011] Download
  14. 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, p. 1988-1991, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2011, (Praha, CZ, 22.05.2011-27.05.2011) [2011] Download