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graph laplacian

109 papers

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Co-occurring keywords

spectral clustering (304) semi-supervised learning (2331) manifold learning (402) dimensionality reduction (720) spectral method (204) spectral analysis (236) representation learning (6174) graph neural network (3945) label propagation (185) random walk (161)

Papers

Skill Rating for Multiplayer Games. Introducing Hypernode Graphs and their Spectral Theory JMLR 2020
Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis AISTATS 2020
Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Improved Semi-Supervised Learning with Multiple Graphs AISTATS 2019
Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces NIPS 2019
Learning by Unsupervised Nonlinear Diffusion JMLR 2019
A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening NIPS 2019
The Power Mean Laplacian for Multilayer Graph Clustering AISTATS 2018
Spectrally Approximating Large Graphs with Smaller Graphs ICML 2018
Label Enhancement for Label Distribution Learning IJCAI 2018
Improved large-scale graph learning through ridge spectral sparsification ICML 2018
Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering ICML 2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes NIPS 2018
Improved Graph Laplacian via Geometric Self-Consistency NIPS 2017
Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification IJCAI 2017
New Resistance Distances with Global Information on Large Graphs AISTATS 2016
Simple and Scalable Constrained Clustering: a Generalized Spectral Method AISTATS 2016
How to Learn a Graph from Smooth Signals AISTATS 2016
Data driven estimation of Laplace-Beltrami operator NIPS 2016
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016
Clustering Signed Networks with the Geometric Mean of Laplacians NIPS 2016
Context-Guided Diffusion for Label Propagation on Graphs ICCV 2015
Discrete Reproducing Kernel Hilbert Spaces: Sampling and Distribution of Dirac-masses JMLR 2015
Spectral Clustering via the Power Method - Provably ICML 2015