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laplacian regularization

15 papers

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Co-occurring keywords

semi-supervised learning (2331) graph-based learning (65) generalization bound (649) graph regularization (29) phase transition (90) spectral method (204) label propagation (185) transductive learning (117) graph clustering (194) manifold regularization (41)

Papers

State Space Models on Temporal Graphs: A First-Principles Study NIPS 2024
Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs ICML 2023
A Distributed Method for Fitting Laplacian Regularized Stratified Models JMLR 2021
Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning NIPS 2021
Laplacian Regularized Few-Shot Learning ICML 2020
Multi-Class Learning using Unlabeled Samples: Theory and Algorithm IJCAI 2019
Context-Aware Gaussian Fields for Non-Rigid Point Set Registration CVPR 2016
Asymptotic behavior of \ell_p-based Laplacian regularization in semi-supervised learning COLT 2016
Phase transition in the family of p-resistances NIPS 2011
Spatial and anatomical regularization of SVM for brain image analysis NIPS 2010
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NIPS 2009
Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NIPS 2009
On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning JMLR 2007
Learning on Graph with Laplacian Regularization NIPS 2006