20 citations · 20 across the 2 of their papers we have counts for
2 papers
cs.LG2017★ 20 cited
Indefinite Kernel Logistic Regression with Concave-inexact-convex Procedure
Fanghui Liu, Xiaolin Huang, Chen Gong +2
In kernel methods, the kernels are often required to be positive definite, which restricts the use of many indefinite kernels. To consider those non-positive definite kernels, in t…
math.OC2013
Application of a smoothing technique to decomposition in convex optimization
Ion Necoara, Johan A. K. Suykens
Dual decomposition is a powerful technique for deriving decomposition schemes for convex optimization problems with separable structure. Although the Augmented Lagrangian is comput…