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