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low density separation

4 papers

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Co-occurring keywords · papers mentioning both

spectral clustering (2) semi-supervised learning (2) probability distribution (1) generalization error (1) margin maximization (1) kernel density estimation (1) probability density (1) nearest neighbor classifier (1) nonparametric classification (1) random matrix theory (1)

Papers

Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption ICML 2023 Learning from Small Sample Sets by Combining Unsupervised Meta-Training with CNNs NeurIPS 2016 On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification NeurIPS 2014 On the Relation Between Low Density Separation, Spectral Clustering and Graph Cuts NeurIPS 2006