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...

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Bibliographic Details
Main Authors: Chih-Yang Hsia, 夏誌陽
Other Authors: Chih-Jen Lin
Format: Others
Language:en_US
Published: 2017
Online Access:http://ndltd.ncl.edu.tw/handle/f6vv3j