421 citations · 1.2k across the 38 of their papers we have counts for
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cs.LG2016★ 16 cited
Low Data Drug Discovery with One-shot Learning
Han Altae-Tran, Bharath Ramsundar, Aneesh S. Pappu +1
Recent advances in machine learning have made significant contributions to drug discovery. Deep neural networks in particular have been demonstrated to provide significant boosts i…
stat.ML2016
Learning Protein Dynamics with Metastable Switching Systems
Bharath Ramsundar, Vijay S. Pande
We introduce a machine learning approach for extracting fine-grained representations of protein evolution from molecular dynamics datasets. Metastable switching linear dynamical sy…