A Study on Preconditioners in Newton Method for Large-scale Linear Classification
碩士 === 國立臺灣大學 === 資訊工程學研究所 === 105 === Truncated Newton method is one of the most effective optimization methods for large-scale linear classification. The main computational task at each Newton iteration is to approximately solve a quadratic sub-problem by an iterative method such as the conjugate...
Main Authors: | , |
---|---|
Other Authors: | |
Format: | Others |
Language: | en_US |
Published: |
2017
|
Online Access: | http://ndltd.ncl.edu.tw/handle/f6vv3j |