Distribution-free consistency of empirical risk minimization and support vector regression
type: Item
instance of: scholarly article
title: Distribution-free consistency of empirical risk minimization and support vector regression
zbMATH Open document ID: 1180.93107
author: Ji-Woong Lee
author: Pramod P. Khargonekar
published in: MCSS. Mathematics of Control, Signals, and Systems
publication date: 2010-01-08T00:00:00Z
Mathematics Subject Classification ID: 93E35
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 5655356
zbMATH Keywords: consistency
zbMATH Keywords: covering number
zbMATH Keywords: discontinuous kernel
zbMATH Keywords: empirical risk minimization
zbMATH Keywords: PAC learning
zbMATH Keywords: support vector regression
zbMATH Keywords: weak topology
MaRDI profile type: Publication
full work available at URL: s00498-009-0041-8
OpenAlex ID: W2109357635
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DOI: 10.1007/S00498-009-0041-8
description: scientific article; zbMATH DE number 5655356