BriefGPT.xyz
Aug, 2019
分子图上的稀疏分层表示学习
Sparse hierarchical representation learning on molecular graphs
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Matthias Bal, Hagen Triendl, Mariana Assmann, Michael Craig, Lawrence Phillips...
TL;DR
基于含边界特征的层次化稀疏表示学习架构，提出了两种用于层次化图形表征汇聚的层，并在MoleculeNet数据集上进行了验证，结果表明该模型在药物发现领域是最先进的。
Abstract
Architectures for
sparse hierarchical representation learning
have recently been proposed for
graph-structured data
, but so far assume the absence of
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