31 citations · 60 across the 8 of their papers we have counts for
Showing 2018Show all
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q-bio.QM2018★ 2 cited
Structure-Based Networks for Drug Validation
Cătălina Cangea, Arturas Grauslys, Pietro Liò +1
Classifying chemicals according to putative modes of action (MOAs) is of paramount importance in the context of risk assessment. However, current methods are only able to handle a…
cs.LG2018
Introducing Curvature to the Label Space
Conor Sheehan, Ben Day, Pietro Liò
One-hot encoding is a labelling system that embeds classes as standard basis vectors in a label space. Despite seeing near-universal use in supervised categorical classification ta…