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Rafal Zdunek
Rafal Zdunek
Adresse e-mail validée de pwr.wroc.pl
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Nonnegative matrix and tensor factorization [lecture notes]
A Cichocki, R Zdunek, S Amari
IEEE signal processing magazine 25 (1), 142-145, 2007
29152007
Nonnegative matrix and tensor factorization [lecture notes]
A Cichocki, R Zdunek, S Amari
IEEE signal processing magazine 25 (1), 142-145, 2007
29152007
Csiszar’s divergences for non-negative matrix factorization: Family of new algorithms
A Cichocki, R Zdunek, S Amari
Independent Component Analysis and Blind Signal Separation: 6th …, 2006
3632006
Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization
A Cichocki, R Zdunek, S Amari
Independent Component Analysis and Signal Separation: 7th International …, 2007
3542007
New algorithms for non-negative matrix factorization in applications to blind source separation
A Cichocki, R Zdunek, S Amari
2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006
3042006
Symmetric nonnegative matrix factorization: Algorithms and applications to probabilistic clustering
Z He, S Xie, R Zdunek, G Zhou, A Cichocki
IEEE Transactions on Neural Networks 22 (12), 2117-2131, 2011
1932011
Non-negative matrix factorization with quasi-newton optimization
R Zdunek, A Cichocki
ICAISC, 870-879, 2006
1672006
Extended SMART algorithms for non-negative matrix factorization
A Cichocki, S Amari, R Zdunek, R Kompass, G Hori, Z He
Artificial Intelligence and Soft Computing–ICAISC 2006: 8th International …, 2006
1472006
Multilayer nonnegative matrix factorisation
A Cichocki, R Zdunek
ELECTRONICS LETTERS-IEE 42 (16), 947, 2006
1342006
Non-negative tensor factorization using alpha and beta divergences
A Cichocki, R Zdunek, S Choi, R Plemmons, SI Amari
2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007
1222007
Nonnegative matrix factorization with constrained second-order optimization
R Zdunek, A Cichocki
Signal Processing 87 (8), 1904-1916, 2007
1202007
Kaczmarz extended algorithm for tomographic image reconstruction from limited-data
C Popa, R Zdunek
Mathematics and Computers in Simulation 65 (6), 579-598, 2004
1092004
Regularized alternating least squares algorithms for non-negative matrix/tensor factorization
A Cichocki, R Zdunek
Lecture Notes in Computer Science 4493, 793, 2007
1032007
Multilayer nonnegative matrix factorization using projected gradient approaches
A Cichocki, R Zdunek
International Journal of Neural Systems 17 (06), 431-446, 2007
992007
Improved FOCUSS method with conjugate gradient iterations
Z He, A Cichocki, R Zdunek, S Xie
IEEE transactions on signal processing 57 (1), 399-404, 2008
662008
Improved M-FOCUSS algorithm with overlapping blocks for locally smooth sparse signals
R Zdunek, A Cichocki
IEEE Transactions on Signal Processing 56 (10), 4752-4761, 2008
662008
Novel multi-layer non-negative tensor factorization with sparsity constraints
A Cichocki, R Zdunek, S Choi, R Plemmons, S Amari
Adaptive and Natural Computing Algorithms: 8th International Conference …, 2007
622007
Fast nonnegative matrix factorization algorithms using projected gradient approaches for large-scale problems
R Zdunek, A Cichocki
Computational intelligence and neuroscience 2008, 2008
562008
Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis
T Yokota, R Zdunek, A Cichocki, Y Yamashita
Signal Processing 113, 234-249, 2015
512015
Ntflab for signal processing
A Cichocki, R Zdunek
Technical report, Laboratory for Advanced Brain Signal Processing, BSI …, 2006
512006
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