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20192021
most citedRelational Graph Attention Networks

128 citations

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cs.LG2020★ 1 cited

Masking schemes for universal marginalisers

Divya Gautam, Maria Lomeli, Kostis Gourgoulias +2

We consider the effect of structure-agnostic and structure-dependent masking schemes when training a universal marginaliser (arXiv:1711.00695) in order to learn conditional distrib…

cs.LG2019★ 128 cited

Relational Graph Attention Networks

Dan Busbridge, Dane Sherburn, Pietro Cavallo +1

We investigate Relational Graph Attention Networks, a class of models that extends non-relational graph attention mechanisms to incorporate relational information, opening up these…