157 search results - page 2 / 32 » The Entire Regularization Path for the Support Vector Machin... |
ESA
2010
Springer
13 years 5 months ago
2010
Springer
We consider parameterized convex optimization problems over the unit simplex, that depend on one parameter. We provide a simple and efficient scheme for maintaining an -approximat...
CORR
2008
Springer
13 years 4 months ago
2008
Springer
We consider two new formulations for classification problems in the spirit of support vector machines based on robust optimization. Our formulations are designed to build in prote...
ADCM
2000
13 years 4 months ago
2000
NPL
2002
13 years 4 months ago
2002
CORR
2011
Springer
12 years 8 months ago
2011
Springer
We consider a suboptimal solution path algorithm for the Support Vector Machine. The solution path algorithm is an effective tool for solving a sequence of a parametrized optimiz...