{"title":"岭函数的近似性质与极限学习机","authors":"P. Jorgensen, D. Stewart","doi":"10.1137/20m1356348","DOIUrl":null,"url":null,"abstract":"For a compact set $D\\subset\\mathbb{R}^{m}$ we consider the problem of approximating a function $f$ over $D$ by sums of ridge functions ${x}\\mapsto\\varphi({w}^{T}{x})$ with ${w}$ in a given set $\\ma...","PeriodicalId":74797,"journal":{"name":"SIAM journal on mathematics of data science","volume":"100 1","pages":"815-832"},"PeriodicalIF":1.9000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Approximation Properties of Ridge Functions and Extreme Learning Machines\",\"authors\":\"P. Jorgensen, D. Stewart\",\"doi\":\"10.1137/20m1356348\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For a compact set $D\\\\subset\\\\mathbb{R}^{m}$ we consider the problem of approximating a function $f$ over $D$ by sums of ridge functions ${x}\\\\mapsto\\\\varphi({w}^{T}{x})$ with ${w}$ in a given set $\\\\ma...\",\"PeriodicalId\":74797,\"journal\":{\"name\":\"SIAM journal on mathematics of data science\",\"volume\":\"100 1\",\"pages\":\"815-832\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2021-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"SIAM journal on mathematics of data science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1137/20m1356348\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"SIAM journal on mathematics of data science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1137/20m1356348","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
Approximation Properties of Ridge Functions and Extreme Learning Machines
For a compact set $D\subset\mathbb{R}^{m}$ we consider the problem of approximating a function $f$ over $D$ by sums of ridge functions ${x}\mapsto\varphi({w}^{T}{x})$ with ${w}$ in a given set $\ma...
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
