Sergio Cruces

43 papers A 1B 1Misc 4Journal 29Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
The Alpha-Beta Divergence for Real and Complex Data.
IEEE Signal Process. Lett.
Sergio Cruces
2025 J jnl
Mirror Descent and Exponentiated Gradient Algorithms Using Trace-Form Entropies.
Entropy
Andrzej Cichocki, Toshihisa Tanaka, Frank Nielsen, Sergio Cruces
2025 J jnl
Mirror Descent and Novel Exponentiated Gradient Algorithms Using Trace-Form Entropies and Deformed Logarithms.
CoRR
Andrzej Cichocki, Toshihisa Tanaka, Sergio Cruces
2025 J jnl
The alpha-beta divergence for real and complex data.
CoRR
Sergio Cruces
2024 J jnl
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection.
IEEE Access
Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
2024 J jnl
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection.
CoRR
Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
2023 Misc conf
On the Minimum Perimeter Criterion for Bounded Component Analysis.
ICASSP
Sergio Cruces
2021 — conf
Generalization of an Active Set Newton Algorithm with Alpha-Beta divergences for audio separation.
EUSIPCO
María Auxiliadora Sarmiento-Vega, Iván Durán-Díaz, Irene Fondón, Sergio Cruces
2019 J jnl
Centroid-Based Clustering with
Entropy
Auxiliadora Sarmiento, Irene Fondón, Iván Durán-Díaz, Sergio Cruces
2019 J jnl
Information Theory Applications in Signal Processing.
Entropy
Sergio Cruces, Rubén Martín-Clemente, Wojciech Samek
2018 J jnl
Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison.
Entropy
Rubén Martín-Clemente, Javier Olias, Deepa Beeta Thiyam, Andrzej Cichocki, Sergio Cruces
2017 J jnl
An iterative posterior NMF method for speech enhancement in the presence of additive Gaussian noise.
Neurocomputing
Sunnydayal Vanambathina, T. Kishore Kumar, Sergio Cruces
2017 J jnl
Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements.
Entropy
Deepa Beeta Thiyam, Sergio Cruces, Javier Olias, Andrzej Cichocki
2017 J jnl
Stationary Point Characterization for a Class of BCA Algorithms.
IEEE Trans. Signal Process.
Huseyin A. Inan, Alper T. Erdogan, Sergio Cruces
2015 J jnl
A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures.
IEEE ACM Trans. Audio Speech Lang. Process.
Auxiliadora Sarmiento, Iván Durán-Díaz, Andrzej Cichocki, Sergio Cruces
2015 J jnl
Bounded Component Analysis of Noisy Underdetermined and Overdetermined Mixtures.
IEEE Trans. Signal Process.
Sergio Cruces
2015 J jnl
Convergence study of a Bounded Component Analysis algorithm.
Signal Process.
Pablo Aguilera, Auxiliadora Sarmiento, Iván Durán-Díaz, Sergio Cruces
2015 J jnl
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences.
Entropy
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
2015 J jnl
The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Sergio Cruces, Iván Durán-Díaz
2014 J jnl
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences.
CoRR
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
2014 J jnl
On nonlinear amplifier modeling and identification using baseband Volterra-Parafac models.
Signal Process.
Carlos Crespo-Cadenas, Pablo Aguilera-Bonet, Juan A. Becerra-González, Sergio Cruces
2013 J jnl
Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm.
IEEE Signal Process. Lett.
Pablo Aguilera, Sergio Cruces, Iván Durán-Díaz, Auxiliadora Sarmiento, Danilo P. Mandic
2012 J jnl
A two-stage Independent Component Analysis-based method for blind detection in CDMA systems.
Digit. Signal Process.
Iván Durán-Díaz, Sergio Cruces, María Auxiliadora Sarmiento-Vega, Pablo Aguilera-Bonet
2012 B conf
Bounded Component Analysis of the training error.
IJCNN
Pablo Aguilera-Bonet, Iván Durán-Díaz, Auxiliadora Sarmiento, Sergio Cruces
2012 J jnl
Neural Networks and Learning Systems Come Together.
IEEE Trans. Neural Networks Learn. Syst.
Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, Shiro Ikeda, Xuelong Li, Patricia Melin, Vadrevu Sree Hari Rao, Björn W. Schuller, Yi Shen, Huajin Tang, Cong Wang, Jian Yang, Derong Zhao, Derong Liu
2011 J jnl
Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition".
Neurocomputing
Sergio Cruces, Andrzej Cichocki
2011 J jnl
Criterion for signal extraction in underdetermined mixtures of bounded support.
Signal Process.
Sergio Cruces, Pablo Aguilera-Bonet, Iván Durán-Díaz
2011 J jnl
Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources.
Neurocomputing
Iván Durán-Díaz, Sergio Cruces, María Auxiliadora Sarmiento-Vega, Pablo Aguilera-Bonet
2011 J jnl
Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization.
Entropy
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
2011 A conf
Generalized Method for Solving the Permutation Problem in Frequency-Domain Blind Source Separation of Convolved Speech Signals.
INTERSPEECH
Auxiliadora Sarmiento, Iván Durán-Díaz, Sergio Cruces, Pablo Aguilera
2010 Misc conf
Bounded Component Analysis of linear mixtures.
ICASSP
Sergio Cruces, Iván Durán, Auxiliadora Sarmiento, Pablo Aguilera
2010 J jnl
Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter.
IEEE Trans. Signal Process.
Sergio Cruces
2009 — conf
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation.
ICA
Auxiliadora Sarmiento, Sergio Cruces, Iván Durán
2007 — conf
The Complex Version of the Minimum Support Criterion.
ICA
Sergio Cruces, Auxiliadora Sarmiento, Iván Durán
2006 — conf
Normalized Information Theoretic Criteria for Blind Signal Extraction.
ICASSP (5)
Sergio Cruces, Iván Durán-Díaz
2004 — conf
The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality.
ICA
Sergio Cruces, Iván Durán
2004 — conf
Thin QR and SVD factorizations for simultaneous blind signal extraction.
EUSIPCO
Sergio Cruces, Andrzej Cichocki, Lieven De Lathauwer
2003 — conf
An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion.
IWANN (2)
Iván Durán, Sergio Cruces
2002 J jnl
Robust blind source separation algorithms using cumulants.
Neurocomputing
Sergio Cruces, Luis Castedo, Andrzej Cichocki
2001 — conf
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction.
IWANN (2)
Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari
2000 Misc conf
Novel blind source separation algorithms using cumulants.
ICASSP
Sergio Cruces, Luis Castedo, Andrzej Cichocki
1999 J jnl
Stability analysis of adaptive algorithms for blind source separation of convolutive mixtures.
Signal Process.
Sergio Cruces, Luis Castedo
1998 Misc conf
A Gauss-Newton method for blind source separation of convolutive mixtures.
ICASSP
Sergio Cruces, Luis Castedo