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large margin classification

12 papers

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Co-occurring keywords

support vector machine (978) kernel methods (1097) large margin (23) nearest neighbor classification (37) classification error (38) hinge loss (49) multi-category classification (4) semi-supervised learning (2341) metric learning (1190) hilbert space (43)

Papers

Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space NIPS 2023
Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015
A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data AISTATS 2014
Large-Margin Convex Polytope Machine NIPS 2014
A Close Look to Margin Complexity and Related Parameters COLT 2011
Learning from Candidate Labeling Sets NIPS 2010
Distance Metric Learning for Large Margin Nearest Neighbor Classification JMLR 2009
Learning Similarity with Operator-valued Large-margin Classifiers JMLR 2008
Large Margin Taxonomy Embedding for Document Categorization NIPS 2008
A Moment Bound for Multi-hinge Classifiers JMLR 2008
Large Margin Component Analysis NIPS 2006
Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004