2 papers
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…
cs.AI2002
Intelligence and Cooperative Search by Coupled Local Minimizers
J. A. K. Suykens, J. Vandewalle, B. De Moor
We show how coupling of local optimization processes can lead to better solutions than multi-start local optimization consisting of independent runs. This is achieved by minimizing…