A novel quasi-Newton method for composite convex minimization

A fast parallelable Jacobi iteration type optimization method for non-smooth convex composite optimization is presented. Traditional gradient-based techniques cannot solve the problem. Smooth approximate functions are attempted to be used as a replacement of those non-smooth terms without compromisi...

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Main Authors: Chai, Woon Huei, Ho, Shen-Shyang, Quek, Hiok Chai
其他作者: School of Computer Science and Engineering
格式: Article
語言:English
出版: 2022
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在線閱讀:https://hdl.handle.net/10356/161093
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機構: Nanyang Technological University
語言: English

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