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标题:Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
时间:2019-08-14 16:46:13
DOI:10.1561/2200000016
作者:Stephen Boyd;Neal Parikh;Eric Chu;Borja Peleato;Jonathan Eckstein
出版源: 《Foundations & Trends in Machine Learning》 ,2010 ,3 (1) :1-122
摘要:Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers15A6965F3090C2690C30alternating direction method of multipliersoptimization with complex variablespolynomial optimizationMany problems of recent interest in statistics and machine learning can be posed in the framework of convex optimization. Due to the explosion in size and complexity ...
大小:824 kb
页数:126 PAGES
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