manifold regularization

41 papers

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Co-occurring keywords

semi-supervised learning (2331) manifold learning (402) representation learning (6174) graph-based learning (65) support vector machine (976) label propagation (185) reproducing kernel hilbert space (334) spectral method (204) transfer learning (5442) zero-shot learning (3637)

Papers

A Unifying Framework in Vector-valued Reproducing Kernel Hilbert Spaces for Manifold Regularization and Co-Regularized Multi-view Learning JMLR 2016

Supervised Descriptor Learning for Multi-Output Regression CVPR 2015

Local High-Order Regularization on Data Manifolds CVPR 2015

Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation CVPR 2015

Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification CVPR 2015

Manifold Regularization and Semi-supervised Learning: Some Theoretical Analyses JMLR 2013

A unifying framework for vector-valued manifold regularization and multi-view learning ICML 2013

Parametric Local Metric Learning for Nearest Neighbor Classification NIPS 2012

Learning Multiple Tasks using Manifold Regularization NIPS 2010

Semi-Supervised Learning with Max-Margin Graph Cuts AISTATS 2010

Manifold Regularization for SIR with Rate Root-n Convergence NIPS 2009

Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification NIPS 2009

Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009

Semi-Supervised Multitask Learning NIPS 2007

Large-Scale Sparsified Manifold Regularization NIPS 2006

Learning on Graph with Laplacian Regularization NIPS 2006