Regularized margin-based conditional log-likelihood loss for prototype learning
type: Item
instance of: scholarly article
title: Regularized margin-based conditional log-likelihood loss for prototype learning
zbMATH Open document ID: 1202.68348
author: Xiao-Bo Jin
author: Cheng-Lin Liu
author: Xinwen Hou
published in: Pattern Recognition
publication date: 2010-05-11T00:00:00Z
Mathematics Subject Classification ID: 68T10
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 5707017
zbMATH Keywords: prototype learning
zbMATH Keywords: conditional log-likelihood loss
zbMATH Keywords: log-likelihood of margin
zbMATH Keywords: regularization
zbMATH Keywords: distance metric learning
describes a project that uses: PRMLT
describes a project that uses: UCI-ml
describes a project that uses: Torch
describes a project that uses: LVQ_PAK
MaRDI profile type: Publication
full work available at URL: j.patcog.2010.01.013
OpenAlex ID: W1978482254
cites work: Pattern classification.
cites work: Finding Prototypes For Nearest Neighbor Classifiers
cites work: Evaluation of prototype learning algorithms for nearest-neighbor classifier in application to handwritten character recognition
cites work: Initialization insensitive LVQ algorithm based on cost-function adaptation
cites work: Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization
cites work: Discriminative learning for minimum error classification (pattern recognition)
cites work: Soft Learning Vector Quantization
cites work: Convexity, Classification, and Risk Bounds
cites work: Q5483032
cites work: A Stochastic Approximation Method
cites work: Q4762624
cites work: Q4856771
cites work: Bayesian network classifiers
cites work: Q3093335
DOI: 10.1016/J.PATCOG.2010.01.013
description: scientific article; zbMATH DE number 5707017