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Machine Learning
Universal machine-learning algorithm for predicting adsorption performance of organic molecules based on limited data set: importance of feature description
Adsorption of organic molecules from aqueous solution offers a simple and effective method for their removal. Recently, there have been …
Chaoyi Huang
,
Wenyang Gao
,
Yingdie Zheng
,
Wei Wang
,
Yue Zhang
,
Kai Liu
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Meta-learning the invariant representation for domain generalization
Domain generalization studies how to generalize a machine learning model to unseen distributions. Learning invariant representation …
Chen Jia
,
Yue Zhang
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A Rationale-Centric Framework for Human-in-the-loop Machine Learning
We present a novel rational-centric framework with human-in-the-loop Rationales-centric Double-robustness Learning (RDL) to boost model …
Jinghui Lu
,
Linyi Yang
,
Brian Mac Namee
,
Yue Zhang
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