2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.IT2007★ 2 cited
Support and Quantile Tubes
Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens +1
This correspondence studies an estimator of the conditional support of a distribution underlying a set of i.i.d. observations. The relation with mutual information is shown via an…
cs.LG2005
Componentwise Least Squares Support Vector Machines
Kristiaan Pelckmans, Ivan Goethals, Jos De Brabanter +2
This chapter describes componentwise Least Squares Support Vector Machines (LS-SVMs) for the estimation of additive models consisting of a sum of nonlinear components. The primal-d…