Publications

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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., 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)
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)
Van Vaerenbergh, S., I. Santamaría, P E. Barbano, U. Ozertem, and D. Erdogmus, "Path-Based Spectral Clustering for Decoding Fast Time-Varying MIMO Channels", 2009 International Workshop on Machine Learning for Signal Processing (MLSP), Grenoble, France, September, 2009. PDF icon PDF Version (286.89 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)
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)
Ozertem, U., D. Erdogmus, and I. Santamaría, "Detection of nonlinearly distorted signals using mutual information", 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey, September, 2005. PDF icon PDF Version (259.58 KB)
Lázaro, M., I. Santamaría, J. Vía, and D. Erdogmus, "Blind equalization of multilevel signals using support vector machines", 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, September, 2004. PDF icon PDF Version (123.55 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)

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