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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

Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022
Principle of relevant information for graph sparsification UAI 2022
Linearization and Identification of Multiple-Attractor Dynamical Systems through Laplacian Eigenmaps JMLR 2022
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022
Capturing Graphs with Hypo-Elliptic Diffusions NIPS 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022
Network Regression with Graph Laplacians JMLR 2022
Learning Bipartite Graphs: Heavy Tails and Multiple Components NIPS 2022
A Simple Approach to Automated Spectral Clustering NIPS 2022
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization NIPS 2022
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs NIPS 2022
How Powerful are Spectral Graph Neural Networks ICML 2022
Learnable Motion Coherence for Correspondence Pruning CVPR 2021
Graph Contrastive Clustering ICCV 2021
LDLE: Low Distortion Local Eigenmaps JMLR 2021
Fast Multi-view Discrete Clustering with Anchor Graphs AAAI 2021
Strong Consistency, Graph Laplacians, and the Stochastic Block Model JMLR 2021
Geometric structure of graph Laplacian embeddings JMLR 2021
Post-processing for Individual Fairness NIPS 2021
Differentiable Unsupervised Feature Selection based on a Gated Laplacian NIPS 2021
Rethinking Graph Regularization for Graph Neural Networks AAAI 2021
The decomposition of the higher-order homology embedding constructed from the $k$-Laplacian NIPS 2021
Option Discovery in the Absence of Rewards with Manifold Analysis ICML 2020
Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis AISTATS 2020
Skill Rating for Multiplayer Games. Introducing Hypernode Graphs and their Spectral Theory JMLR 2020