Steven Van Vaerenbergh

Steven Van Vaerenbergh's picture
info
Postdoctoral researcher
Advanced Signal Processing Group (GTAS)
Email: 
steven [at] gtas [dot] dicom [dot] unican [dot] es
Phone: 
+34 942 200919 ext 802
Office: 
S-264
Department of Communications Engineering (DICOM)
University of Cantabria
Research interests: 
  • Machine learning and kernel methods
  • Adaptive filtering and target tracking
  • System identification and blind source separation

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Biography: 

Postdoctoral researcher
Doctor in Telecommunications (FPU, University of Cantabria, Spain, 2010)
Electrical Engineer (Telecommunications) (University of Ghent, Belgium, 2003)

Selected publications: 
Journal Article

2013

S. Van Vaerenbergh, J. Vía, and I. Santamaría, "Blind Identification of SIMO Wiener Systems based on Kernel Canonical Correlation Analysis", IEEE Transactions on Signal Processing, vol. 61, issue 9, pp. 2230, May, 2013. PDF Version (363.45 KB)

2012

S. Van Vaerenbergh, M. Lázaro-Gredilla, and I. Santamaría, "Kernel Recursive Least-Squares Tracker for Time-Varying Regression", IEEE Transactions on Neural Networks and Learning Systems, vol. 23, issue 8, pp. 1313--1326, August, 2012. PDF Version (861.59 KB)
Conference Paper

2013

S. Van Vaerenbergh, and I. Santamaría, "A Comparative Study of Kernel Adaptive Filtering Algorithms", 2013 IEEE Digital Signal Processing (DSP) Workshop and IEEE Signal Processing Education (SPE): IEEE, August, 2013. PDF Version (121.63 KB)

2012

S. Van Vaerenbergh, I. Santamaría, and M. Lázaro-Gredilla, "Estimation of the Forgetting Factor in Kernel Recursive Least Squares", 2012 IEEE International Workshop On Machine Learning For Signal Processing (MLSP), September, 2012. PDF Version (241.23 KB)