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Journal Article
Lázaro, M., I. Santamaría, D. Erdogmus, K. E. Hild II, C. Pantaleón, and J. C. Príncipe, "Stochastic blind equalization based on pdf fitting using Parzen estimator", IEEE Transactions on Signal Processing, vol. 53, no. 2, pp. 696–704, February, 2005. PDF icon PDF Version (502.46 KB)
Santamaría, I., R. González, C. Pantaleón, and J. C. Príncipe, "Maximum Margin Equalizers Trained with the Adatron Algorithm", Signal Processing, vol. 83, pp. 593–602, 2003. PDF icon PDF Version (224.49 KB)
Santamaría, I., P. P. Pokharel, and J. C. Príncipe, "Generalized correlation function: definition, properties and application to blind equalization", IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2187–2196, June, 2006. PDF icon PDF Version (460.4 KB)
Santamaría, I., D. Erdogmus, and J. C. Príncipe, "Entropy Minimization for Supervised Digital Communications Channel Equalization", IEEE Transactions on Signal Processing, vol. 50, no. 5, pp. 1184–1192, May, 2002. PDF icon PDF Version (303.66 KB)
Erdogmus, D., K. E. Hild II, J. C. Príncipe, M. Lázaro, and I. Santamaría, "Adaptive blind deconvolution of linear channels using Renyi entropy with Parzen windowing estimation", IEEE Transactions on Signal Processing, vol. 52, no. 6, pp. 1489–1498, June, 2004. PDF icon PDF Version (288.79 KB)
Conference Paper
Vielva, L., D. Erdogmus, C. Pantaleón, I. Santamaría, J. A. Pereda, and J. C. Príncipe, "Underdetermined Blind Source Separation in a Time-Varying Environment", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2002), Orlando, FL, USA, May, 2002. PDF icon PDF Version (456.11 KB)
Han, D., J. C. Príncipe, L. Yang, I. Santamaría, and J. Vía, "Structural risk minimization for robust blind identification of sparse SIMO channels", Sixth IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2005),, New York, USA, June, 2005. PDF icon PDF Version (272.28 KB)
Santamaría, I., D. Erdogmus, R. Agrawal, and J. C. Príncipe, "Robust matched filtering in the feature space", 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey, September, 2005. PDF icon PDF Version (162.28 KB)
Han, D., J. C. Príncipe, L. Yang, I. Santamaría, and J. Vía, "Robust blind SIMO channel estimation using Adatron", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2006), Toulouse, France, May, 2006. PDF icon PDF Version (1.43 MB)
Santamaría, I., C. Pantaleón, and J. C. Príncipe, "Minimizing BER in DFEs with the Adatron Algorithm", Neural Networks for Signal Processing XI (NNSP 2001), Falmouth, MA, USA, September, 2001. PDF icon PDF Version (164.35 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, D. Erdogmus, and J. C. Príncipe, "Matched PDF-based blind equalization", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April, 2003. PDF icon PDF Version (67.53 KB)
Van Vaerenbergh, S., I. Santamaría, W. Liu, and J. C. Príncipe, "Fixed-Budget Kernel Recursive Least-Squares", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), Dallas, USA, March, 2010. PDF icon PDF Version (235.93 KB)
Santamaría, I., C. Pantaleón, L. Vielva, and J. C. Príncipe, "A Fast Algorithm for Adaptive Blind Equalization usind order-a Renyi Entropy", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2002), Orlando, FL, USA, May, 2002. PDF icon PDF Version (426.98 KB)
Vielva, L., I. Santamaría, J. Ibáñez, D. Erdogmus, and J. C. Príncipe, "On the estimation of the mixing matrix for underdetermined blind source separation in an arbitrary number of dimensions", 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, September, 2004. PDF icon PDF Version (441.81 KB)
Vielva, L., I. Santamaría, C. Pantaleón, J. Ibáñez, D. Erdogmus, and J. C. Príncipe, "Estimation of the mixing matrix for underdetermined blind source separation using spectral estimation techniques", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September, 2002. PDF icon PDF Version (328.16 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, D. Erdogmus, K. E. Hild II, and J. C. Príncipe, "Blind equalization by sampled PDF fitting", 4th Int. Symposium on Independent Component Analisys and BSS, Nara, Japan, April, 2003. PDF icon PDF Version (108.14 KB)
Santamaría, I., C. Pantaleón, L. Vielva, and J. C. Príncipe, "Adaptive blind equalization through quadratic pdf matching", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September, 2002. PDF icon PDF Version (436.58 KB)
Book Chapter
Príncipe, J. C., P. P. Pokharel, I. Santamaría, J. Xu, K-hwa. Jeong, and W. Liu, "Correntropy for Random Processes: Properties, and Applications in Signal Processing", Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives (Information Science and Statistics): Springer Verlag, 2010.

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