conftrace_

margin-based classification

13 papers

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Co-occurring keywords

support vector machine (978) nearest neighbor classification (37) multiclass classification (181) semi-supervised learning (2341) generalization bound (652) metric space (87) unlabeled datum (120) kernel methods (1097) large margin (23) transfer learning (5449)

Papers

MarginGAN: Adversarial Training in Semi-Supervised Learning NIPS 2019
On the Learnability of Fully-Connected Neural Networks AISTATS 2017
Maximum Margin Multiclass Nearest Neighbors ICML 2014
Near-optimal sample compression for nearest neighbors NIPS 2014
Perceptron Learning of SAT NIPS 2012
Unsupervised Supervised Learning II: Margin-Based Classification Without Labels JMLR 2011
Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011
Linear Classification and Selective Sampling Under Low Noise Conditions NIPS 2008
Online Passive-Aggressive Algorithms JMLR 2006
Large Margin Component Analysis NIPS 2006
Learning on Graph with Laplacian Regularization NIPS 2006
Multiclass Classification with Multi-Prototype Support Vector Machines JMLR 2005
A New Approximate Maximal Margin Classification Algorithm JMLR 2001