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graph kernel

67 papers

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Also known as

GK

Co-occurring keywords

graph classification (212) graph neural network (3962) kernel methods (1097) weisfeiler-lehman algorithm (14) graph isomorphism (47) random walk (161) representation learning (6206) random walk kernels (7) gaussian process (1200) graph convolutional network (658)

Papers

On Valid Optimal Assignment Kernels and Applications to Graph Classification NIPS 2016
An Aligned Subtree Kernel for Weighted Graphs ICML 2015
A Structural Smoothing Framework For Robust Graph Comparison NIPS 2015
Halting in Random Walk Kernels NIPS 2015
Human Action Recognition Based on Context-Dependent Graph Kernels CVPR 2014
Global graph kernels using geometric embeddings ICML 2014
Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013
Scalable kernels for graphs with continuous attributes NIPS 2013
Directed Acyclic Graph Kernels for Action Recognition ICCV 2013
Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels ACML 2013
Algorithms for Learning Markov Field Policies NIPS 2012
Weisfeiler-Lehman Graph Kernels JMLR 2011
Graph Kernels JMLR 2010
Fast subtree kernels on graphs NIPS 2009
Hash Kernels for Structured Data JMLR 2009
Kernels and learning curves for Gaussian process regression on random graphs NIPS 2009
Fast Computation of Graph Kernels NIPS 2006