Sparse additive machine with ramp loss

IF 2 2区数学 Q1 MATHEMATICS

Analysis and Applications Pub Date : 2020-05-27 DOI:10.1142/s0219530520400011

Hong Chen, Changying Guo, Huijuan Xiong, Yingjie Wang

引用次数: 6

Abstract

Sparse additive machines (SAMs) have attracted increasing attention in high dimensional classification due to their representation flexibility and interpretability. However, most of existing method...

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斜坡损耗稀疏添加剂机

稀疏加性机（SAM）由于其表示的灵活性和可解释性，在高维分类中引起了越来越多的关注。然而，现有的大多数方法。。。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Analysis and Applications 数学-数学

CiteScore

3.90

自引率

4.50%

发文量

审稿时长

>12 weeks

期刊介绍： Analysis and Applications publishes high quality mathematical papers that treat those parts of analysis which have direct or potential applications to the physical and biological sciences and engineering. Some of the topics from analysis include approximation theory, asymptotic analysis, calculus of variations, integral equations, integral transforms, ordinary and partial differential equations, delay differential equations, and perturbation methods. The primary aim of the journal is to encourage the development of new techniques and results in applied analysis.