Now showing items 1-2 of 2
Finite Newton Method for Lagrangian Support Vector Machine Classi cation
An implicit Lagrangian  formulation of a support vector machine classi er that led to a highly e ective iterative scheme  is solved here by a nite Newton method. The proposed method, which is extremely fast and ...
A Newton Method for Linear Programming
A fast Newton method is proposed for solving linear programs with a very large ( 106) number of constraints and a moderate ( 102) number of variables. Such linear programs occur in data mining and machine learning. ...