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Steven Van Vaerenbergh

  • Ph.d.
  • Postdoctoral associate
  • Universidad de Cantabria
  • 10h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 359CitationsNumber of citations received by Steven's publications. Updated daily.

Other IDs

Research interests

blind source separationnonlinear filtering and system identification Data clusteringMachine learning and kernel machines Adaptive online learning

About

Steven Van Vaerenbergh received the B.S. degree in Electrical Engineering in 2003 from Ghent University, Belgium, and the Ph.D. degree in electrical engineering in 2010 from the University of Cantabria, Spain, where he is a postdoctoral researcher with the Department of Telecommunications Engineering. He develops machine learning theory and algorithms for nonlinear adaptive filtering, semi-supervised learning and clustering.

Co-authors (23)

Publications (5)

  • Kernel-based identification of Hammerstein systems for nonlinear acoustic echo-cancellation

    • Van Vaerenbergh S
    • Azpicueta-Ruiz L
    N/AReaders
    6Citations
    Get full text
  • Adaptive kernel canonical correlation analysis algorithms for maximum and minimum variance

    • Van Vaerenbergh S
    • Via J
    • Manco-Vasquez J
    • et al.
    N/AReaders
    2Citations
    Get full text
  • Gaussian processes for nonlinear signal processing: An overview of recent advances

    • Perez-Cruz F
    • Van Vaerenbergh S
    • Murillo-Fuentes J
    • et al.
    N/AReaders
    N/ACitations
    Get full text
  • Estimation of the forgetting factor in kernel recursive least squares

    • Van Vaerenbergh S
    • Santamaría I
    • Lázaro-Gredilla M
    N/AReaders
    10Citations
    Get full text
  • A spectral clustering algorithm for decoding fast time-varying BPSK mimo channels

    • Van Vaerenbergh S
    • Estébanez E
    • Santamaría I
    N/AReaders
    3Citations

Professional experience

Postdoctoral associate

Universidad de Cantabria

April 2010 - Present

Education history

Ph.D. Electrical Engineering

Universidad de Cantabria

March 2005 - February 2010(5 years)

B.S. Electrical Engineering

Universiteit Gent

October 1998 - June 2003(5 years)