Search Results for author: Steven J. Kiddle

Found 1 papers, 1 papers with code

Graph Neural Networks with Adaptive Readouts

1 code implementation9 Nov 2022 David Buterez, Jon Paul Janet, Steven J. Kiddle, Dino Oglic, Pietro Liò

We argue that in some problems such as binding affinity prediction where molecules are typically presented in a canonical form it might be possible to relax the constraints on permutation invariance of the hypothesis space and learn a more effective model of the affinity by employing an adaptive readout function.

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