Analysis and Implementation of Large-scale Linear RankSVM in Distributed Environments

碩士 === 國立臺灣大學 === 資訊工程學研究所 === 104 === Linear rankSVM is a useful method to quickly produce a baseline model for learning to rank. Although its parallelization has been investigated and implemented on GPU, it may not handle large-scale data sets. In this thesis, we propose a distributed trust region...

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Bibliographic Details
Main Authors: Wei-Lun Huang, 黃煒倫
Other Authors: Chih-Jen Lin
Format: Others
Language:en_US
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/22726152369307756919