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AI Reading Group 03/18/21: Statistical Comparisons of Classifiers over Multiple Data Sets

AI Reading Group 03/18/21: Statistical Comparisons of Classifiers over Multiple Data Sets

by Katharina Dost | Feb 18, 2021 | AI Reading Group, News

While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more algorithms on multiple data sets, which is even more essential to typical machine...
AI Reading Group 04/01/21: Graph Neural Networks: A Review of Methods and Applications

AI Reading Group 04/01/21: Graph Neural Networks: A Review of Methods and Applications

by Katharina Dost | Feb 2, 2021 | AI Reading Group, News

Lots of learning tasks require dealing with graph data which contains rich relation information among elements. Modeling physics system, learning molecular fingerprints, predicting protein interface, and classifying diseases require a model to learn from graph inputs....
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