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large margin

23 papers

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Co-occurring keywords

support vector machine (976) metric learning (1189) large margin classification (12) nearest neighbor (218) large margin training (4) mahalanobis distance (66) image classification (1943) prototype learning (404) margin-based classification (13) large margin classifier (8)

Papers

TransBoost: Improving the Best ImageNet Performance using Deep Transduction NIPS 2022
Online Metric Learning for Multi-Label Classification AAAI 2020
Large Margin Neural Language Model EMNLP 2018
Large-Scale Distance Metric Learning With Uncertainty CVPR 2018
Two dimensional Large Margin Nearest Neighbor for Matrix Classification IJCAI 2017
Closed-Form Training of Mahalanobis Distance for Supervised Clustering CVPR 2016
Multiple Instance Learning for Soft Bags via Top Instances CVPR 2015
Large-Margin Convex Polytope Machine NIPS 2014
A New Perspective on Learning Linear Separators with Large L_qL_p Margins AISTATS 2014
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers ICCV 2013
Supervised Kernel Descriptors for Visual Recognition CVPR 2013
A metric learning perspective of SVM: on the relation of LMNN and SVM AISTATS 2012
Large-Margin Learning of Submodular Summarization Models EACL 2012
Large Margin Hierarchical Classification with Mutually Exclusive Class Membership JMLR 2011
Predictive Subspace Learning for Multi-view Data: a Large Margin Approach NIPS 2010
Large Margin Multi-Task Metric Learning NIPS 2010
Learning from Candidate Labeling Sets NIPS 2010
On Efficient Large Margin Semisupervised Learning: Method and Theory JMLR 2009
Adaptive Regularization of Weight Vectors NIPS 2009
Large Margin Hidden Markov Models for Automatic Speech Recognition NIPS 2006
Large Margin Component Analysis NIPS 2006
Multiclass Classification with Multi-Prototype Support Vector Machines JMLR 2005
Distance-Based Classification with Lipschitz Functions JMLR 2004