15 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Learning across label confidence distributions using Filtered Transfer Learning
Seyed Ali Madani Tonekaboni, Andrew E. Brereton, Zhaleh Safikhani +3
Performance of neural network models relies on the availability of large datasets with minimal levels of uncertainty. Transfer Learning (TL) models have been proposed to resolve th…
cs.LG2020★ 15 cited
Predicting drug properties with parameter-free machine learning: Pareto-Optimal Embedded Modeling (POEM)
Andrew E. Brereton, Stephen MacKinnon, Zhaleh Safikhani +4
The prediction of absorption, distribution, metabolism, excretion, and toxicity (ADMET) of small molecules from their molecular structure is a central problem in medicinal chemistr…