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graph-based learning

65 papers

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Co-occurring keywords

semi-supervised learning (2341) label propagation (185) graph neural network (3962) active learning (1301) spectral method (204) graph-based method (73) transductive learning (118) manifold regularization (41) regret bound (1926) word embedding (1764)

Papers

Manifold-based Similarity Adaptation for Label Propagation NIPS 2013
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited NIPS 2013
Semi-Supervised Learning Using Greedy Max-Cut JMLR 2013
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis JMLR 2013
Joint Harmonic Functions and Their Supervised Connections JMLR 2013
Graph-Based Discriminative Learning for Location Recognition CVPR 2013
Learning with Partially Absorbing Random Walks NIPS 2012
A Variance Minimization Criterion to Active Learning on Graphs AISTATS 2012
Semi-Supervised Learning with Measure Propagation JMLR 2011
Efficient anomaly detection using bipartite k-NN graphs NIPS 2011
Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction AISTATS 2010
Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009
Label Selection on Graphs NIPS 2009
Semi-Supervised Multitask Learning NIPS 2007
Learning on Graph with Laplacian Regularization NIPS 2006