Dimension Reduction via Colour Refinement

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Dimension Reduction via Colour Refinement

22 July 2013

Kristian Kersting

Martin Mladenov

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Papers citing "Dimension Reduction via Colour Refinement"

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Title
Weisfeiler and Leman go Machine Learning: The Story so far Christopher Morris Y. Lipman Haggai Maron Bastian Rieck Nils M. Kriege Martin Grohe Matthias Fey Karsten Borgwardt GNN 129 118 0 18 Dec 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs Christopher Morris Matthias Fey Nils M. Kriege GNN 55 24 0 12 May 2021
The Logic of Graph Neural Networks Martin Grohe AI4CE 64 92 0 29 Apr 2021
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data Martin Grohe 88 174 0 27 Mar 2020
Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings Christopher Morris Gaurav Rattan Petra Mutzel 98 13 0 02 Apr 2019
Global Weisfeiler-Lehman Graph Kernels Christopher Morris Kristian Kersting Petra Mutzel 42 1 0 07 Mar 2017
Lifted Convex Quadratic Programming Martin Mladenov L. Kleinhans Kristian Kersting 40 1 0 14 Jun 2016
Relational Linear Programs Kristian Kersting Martin Mladenov P. Tokmakov 26 3 0 12 Oct 2014