Online primal-dual learning for a data-dependent multi-kernel combination model with multiclass visual categorization applications
type: Item
instance of: scholarly article
title: Online primal-dual learning for a data-dependent multi-kernel combination model with multiclass visual categorization applications
zbMATH Open document ID: 1390.68533
author: S. P. Huang
author: Lianwen Jin
author: Kunnan Xue
author: Yuan Fang
published in: Information Sciences
publication date: 2018-05-17T00:00:00Z
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 6869719
zbMATH Keywords: data-dependent multi-kernel combination model
zbMATH Keywords: multiclass visual categorization
zbMATH Keywords: online learning
zbMATH Keywords: primal-dual learning
describes a project that uses: SHOGUN
describes a project that uses: Caltech-256
describes a project that uses: LIBSVM
describes a project that uses: LIBOL
describes a project that uses: SpicyMKL
describes a project that uses: SIFT
MaRDI profile type: Publication
full work available at URL: j.ins.2015.05.009
OpenAlex ID: W235305742
cites work: Q3148134
cites work: Combining block-based and online methods in learning ensembles from concept drifting data streams
cites work: Radial Basis Functions
cites work: Localized algorithms for multiple kernel learning
cites work: Q5396676
cites work: Q2933999
cites work: Online multiple kernel classification
cites work: Online Multiple Kernel Learning: Algorithms and Mistake Bounds
cites work: Q5396629
cites work: Q5405196
cites work: Q3093181
cites work: Q3093293
cites work: Modeling the shape of the scene: A holistic representation of the spatial envelope
cites work: Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking
cites work: Q3093404
cites work: Q3093403
cites work: Research in Computational Molecular Biology
cites work: SpicyMKL: a fast algorithm for multiple kernel learning with thousands of kernels
cites work: Composite kernel learning
cites work: Q4864293
cites work: Performance analysis of statistical optimal data fusion algorithms
cites work: Q3096130
cites work: Weakly-supervised cross-domain dictionary learning for visual recognition
DOI: 10.1016/J.INS.2015.05.009
Recommended article: Q5405115
Recommended article: On-line SVM learning via an incremental primal–dual technique
Recommended article: Online Learning with (Multiple) Kernels: A Review
Recommended article: Online Multiple Kernel Learning: Algorithms and Mistake Bounds
Recommended article: Online multiple kernel classification
Recommended article: Projected Stochastic Primal-Dual Method for Constrained Online Learning With Kernels
Recommended article: A single pairwise model for classification using online learning with kernels
Recommended article: Online multikernel learning based on a triple-norm regularizer for semantic image classification
Recommended article: Kernel collaborative online algorithms for multi-task learning
description: scientific article; zbMATH DE number 6869719