Correntropy-based metric for robust twin support vector machine
type: Item
instance of: scholarly article
title: Correntropy-based metric for robust twin support vector machine
zbMATH Open document ID: 1475.68307
author: Yanyan Li
published in: Information Sciences
publication date: 2021-11-30T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 90C25
zbMATH DE Number: 7436228
zbMATH Keywords: robustness
zbMATH Keywords: correntropy
zbMATH Keywords: metric learning
zbMATH Keywords: twin support vector machine
zbMATH Keywords: DC programming
describes a project that uses: UCI-ml
MaRDI profile type: Publication
full work available at URL: j.ins.2020.07.068
OpenAlex ID: W3046973977
cites work: Q4856771
cites work: Recursive projection twin support vector machine via within-class variance minimization
cites work: Foundations of Support Constraint Machines
cites work: Robust capped L1-norm twin support vector machine
cites work: Analysis of multi-stage convex relaxation for sparse regularization
cites work: Correntropy: Properties and Applications in Non-Gaussian Signal Processing
cites work: Generalized correlation function: definition, properties, and application to blind equalization
cites work: Maximum correntropy adaptation approach for robust compressive sensing reconstruction
cites work: Robust Statistics
cites work: DC approximation approaches for sparse optimization
cites work: Q4226179
cites work: On Estimation of a Probability Density Function and Mode
cites work: A unified approach to model selection and sparse recovery using regularized least squares
cites work: Q3093335
cites work: Should we really use post-hoc tests based on mean-ranks?
DOI: 10.1016/J.INS.2020.07.068
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description: scientific article; zbMATH DE number 7436228