CHARACTERIZING THE SOLUTION PATH OF MULTICATEGORY SUPPORT VECTOR MACHINES

By Yoonkyung Lee, Zhenhua Cui. 2006

25 citations recorded by the source corpus.

Subfields: Statistical Learning Theory

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Statistical Learning Theory

1. Simon Lacoste-Julien
2. Isabella Lukasewitz
3. Puneet Kumar Dokania
4. Anton Osokin
5. Clément Maria
6. Jean-Baptiste Alayrac
7. Martin Jaggi
8. Bernd Gärtner

Citations in the corpus

• Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs (2016, methodology): “Lee & Cui (2006) proposed a path following method for multi-class SVM in the MSVM formulation of Lee et al. (2004).”
• An Exponential Lower Bound on the Complexity of Regularization Paths (2009, methodology): “[30] do the same for multi-class SVMs, and [48] for the Laplacian SVM.”