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Machine Learning

Machine Learning

Learning Multi-Stage Sparsification for Maximum Clique Enumeration

We propose a multi-stage learning approach for pruning the search space of maximum clique enumeration, a fundamental computationally difficult problem arising in various network …

Conference
Marco Grassia, Juho Lauri, Sourav Dutta, Deepak Ajwani
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Geometric Deep Learning

Learning on Graphs

How can machine-learning models use relational structure without discarding edge types, weights, signs, layers or other information carried by a graph?

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