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nearest neighbor classification

37 papers

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Co-occurring keywords

metric learning (1190) nearest neighbor (218) k-nearest neighbor (152) convergence rate (607) nearest neighbor classifier (31) distance metric (84) metric space (87) margin-based classification (13) few-shot learning (3398) representation learning (6206)

Papers

Learning a Manifold as an Atlas CVPR 2013
Fast Image Tagging ICML 2013
A Latent Source Model for Nonparametric Time Series Classification NIPS 2013
Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification NIPS 2012
Consistency of Nearest Neighbor Classification under Selective Sampling COLT 2012
Parametric Local Metric Learning for Nearest Neighbor Classification NIPS 2012
Non-linear Metric Learning NIPS 2012
Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification NIPS 2011
Generative Local Metric Learning for Nearest Neighbor Classification NIPS 2010
Distance Metric Learning for Large Margin Nearest Neighbor Classification JMLR 2009
Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition NIPS 2009
Large Margin Component Analysis NIPS 2006