51 citations · 79 across the 4 of their papers we have counts for
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stat.AP2017
An Empirical Bayes Approach to Regularization Using Previously Published Models
Derek K Smith, Loren E Smith, Brett Kroncke +3
This manuscript proposes a novel empirical Bayes technique for regularizing regression coefficients in predictive models. When predictions from a previously published model are ava…
q-bio.BM2017
3D Deep Learning for Biological Function Prediction from Physical Fields
Vladimir Golkov, Marcin J. Skwark, Atanas Mirchev +5
Predicting the biological function of molecules, be it proteins or drug-like compounds, from their atomic structure is an important and long-standing problem. Function is dictated…