12 citations · 18 across the 12 of their papers we have counts for
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q-bio.QM2021
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models
Rıza Özçelik, Alperen Bağ, Berk Atıl +3
Computational models that accurately predict the binding affinity of an input protein-chemical pair can accelerate drug discovery studies. These models are trained on available pro…
stat.ML2021★ 12 cited
Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks
Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu +2
Neural network compression techniques have become increasingly popular as they can drastically reduce the storage and computation requirements for very large networks. Recent empir…