QuML @ Aalto
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Provably expressive temporal graph networks
We analyze the representational power and limits of modern models for (event-based) temporal graphs. We leverage our theoretical insights to introduce an architecture that is provably more expressive than existing ones.
Amauri Souza
,
Diego Mesquita
,
Samuel Kaski
,
Vikas Garg
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Symmetry-induced Disentanglement on Graphs
A new formalism for disentanglement on graphs.
Giangiacomo Mercatali
,
Andre Freitas
,
Vikas Garg
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