Newton Methods For Machine Learning

博士 === 國立臺灣大學 === 資訊工程學研究所 === 105 === Newton methods can be applied in many supervised learning approaches. However, for large-scale data, the use of the whole Hessian matrix can be time consuming. In this thesis we aim to make Newton methods practically viable for various large-scale scenarios. Th...

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Bibliographic Details
Main Authors: Chien-Chih Wang, 王建智
Other Authors: Chih-Jen Lin
Format: Others
Language:zh-TW
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/54980842511743765214