43 citations · 78 across the 8 of their papers we have counts for
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cs.LG2022★ 7 cited
A Generalist Neural Algorithmic Learner
Borja Ibarz, Vitaly Kurin, George Papamakarios +12
The cornerstone of neural algorithmic reasoning is the ability to solve algorithmic tasks, especially in a way that generalises out of distribution. While recent years have seen a…
cs.LG2022★ 9 cited
Graph Neural Networks are Dynamic Programmers
Andrew Dudzik, Petar Veličković
Recent advances in neural algorithmic reasoning with graph neural networks (GNNs) are propped up by the notion of algorithmic alignment. Broadly, a neural network will be better at…