7 search results - page 2 / 2 » Bounds on the Minimizers of (nonconvex) Regularized Least-Sq... |
MP
2006
13 years 5 months ago
2006
In this paper, we provide theoretical analysis for a cubic regularization of Newton method as applied to unconstrained minimization problem. For this scheme, we prove general local...
JMLR
2012
11 years 7 months ago
2012
We consider the minimization of a smooth loss with trace-norm regularization, which is a natural objective in multi-class and multitask learning. Even though the problem is convex...