Sergio Cruces

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 9

Top Topics

Exponentiated Gradient

Component Analysis

Top Venues

IEEE Trans. Signal Process.

Signal Process.

Publications

Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. CoRR (2024)
Sergio Cruces
On the Minimum Perimeter Criterion for Bounded Component Analysis. ICASSP (2023)
María Auxiliadora Sarmiento-Vega, Iván Durán-Díaz, Irene Fondón, Sergio Cruces
Generalization of an Active Set Newton Algorithm with Alpha-Beta divergences for audio separation. EUSIPCO (2021)
Sergio Cruces, Rubén Martín-Clemente, Wojciech Samek
Information Theory Applications in Signal Processing. Entropy 21 (7) (2019)
Auxiliadora Sarmiento, Irene Fondón, Iván Durán-Díaz, Sergio Cruces
-Divergences. Entropy 21 (2) (2019)
Rubén Martín-Clemente, Javier Olias, Deepa Beeta Thiyam, Andrzej Cichocki, Sergio Cruces
Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison. Entropy 20 (1) (2018)
Deepa Beeta Thiyam, Sergio Cruces, Javier Olias, Andrzej Cichocki
Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements. Entropy 19 (3) (2017)
Sunnydayal Vanambathina, T. Kishore Kumar, Sergio Cruces
An iterative posterior NMF method for speech enhancement in the presence of additive Gaussian noise. Neurocomputing 230 (2017)
Huseyin A. Inan, Alper T. Erdogan, Sergio Cruces
Stationary Point Characterization for a Class of BCA Algorithms. IEEE Trans. Signal Process. 65 (20) (2017)
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. Entropy 17 (5) (2015)
Sergio Cruces, Iván Durán-Díaz
The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 26 (5) (2015)
Pablo Aguilera, Auxiliadora Sarmiento, Iván Durán-Díaz, Sergio Cruces
Convergence study of a Bounded Component Analysis algorithm. Signal Process. 117 (2015)
Auxiliadora Sarmiento, Iván Durán-Díaz, Andrzej Cichocki, Sergio Cruces
A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. 23 (11) (2015)
Sergio Cruces
Bounded Component Analysis of Noisy Underdetermined and Overdetermined Mixtures. IEEE Trans. Signal Process. 63 (9) (2015)
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. CoRR (2014)
Carlos Crespo-Cadenas, Pablo Aguilera-Bonet, Juan A. Becerra-González, Sergio Cruces
On nonlinear amplifier modeling and identification using baseband Volterra-Parafac models. Signal Process. 96 (2014)
Pablo Aguilera, Sergio Cruces, Iván Durán-Díaz, Auxiliadora Sarmiento, Danilo P. Mandic
Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm. IEEE Signal Process. Lett. 20 (7) (2013)
Iván Durán-Díaz, Sergio Cruces, María Auxiliadora Sarmiento-Vega, Pablo Aguilera-Bonet
A two-stage Independent Component Analysis-based method for blind detection in CDMA systems. Digit. Signal Process. 22 (6) (2012)
Pablo Aguilera-Bonet, Iván Durán-Díaz, Auxiliadora Sarmiento, Sergio Cruces
Bounded Component Analysis of the training error. IJCNN (2012)
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, D. Liu
Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Networks Learn. Syst. 23 (1) (2012)
Iván Durán-Díaz, Sergio Cruces, María Auxiliadora Sarmiento-Vega, Pablo Aguilera-Bonet
Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources. Neurocomputing 74 (17) (2011)
Sergio Cruces, Andrzej Cichocki
Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". Neurocomputing 74 (5) (2011)
Sergio Cruces, Pablo Aguilera-Bonet, Iván Durán-Díaz
Criterion for signal extraction in underdetermined mixtures of bounded support. Signal Process. 91 (10) (2011)
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari
Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. Entropy 13 (1) (2011)
Auxiliadora Sarmiento, Iván Durán-Díaz, Sergio Cruces, Pablo Aguilera
Generalized Method for Solving the Permutation Problem in Frequency-Domain Blind Source Separation of Convolved Speech Signals. INTERSPEECH (2011)
Sergio Cruces, Iván Durán, Auxiliadora Sarmiento, Pablo Aguilera
Bounded Component Analysis of linear mixtures. ICASSP (2010)
Sergio Cruces
Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter. IEEE Trans. Signal Process. 58 (4) (2010)
Auxiliadora Sarmiento, Sergio Cruces, Iván Durán
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation. ICA (2009)
Sergio Cruces, Auxiliadora Sarmiento, Iván Durán
The Complex Version of the Minimum Support Criterion. ICA (2007)
Sergio Cruces, Iván Durán-Díaz
Normalized Information Theoretic Criteria for Blind Signal Extraction. ICASSP (5) (2006)
Sergio Cruces, Andrzej Cichocki, Lieven De Lathauwer
Thin QR and SVD factorizations for simultaneous blind signal extraction. EUSIPCO (2004)
Sergio Cruces, Iván Durán
The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality. ICA (2004)
Iván Durán, Sergio Cruces
An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion. IWANN (2) (2003)
Sergio Cruces, Luis Castedo, Andrzej Cichocki
Robust blind source separation algorithms using cumulants. Neurocomputing 49 (1-4) (2002)
Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. IWANN (2) (2001)
Sergio Cruces, Luis Castedo, Andrzej Cichocki
Novel blind source separation algorithms using cumulants. ICASSP (2000)
Sergio Cruces, Luis Castedo
Stability analysis of adaptive algorithms for blind source separation of convolutive mixtures. Signal Process. 78 (3) (1999)
Sergio Cruces, Luis Castedo
A Gauss-Newton method for blind source separation of convolutive mixtures. ICASSP (1998)