Litcius/Paper detail

The generalization error of graph convolutional networks may enlarge with more layers

Xianchen Zhou, Hongxia Wang

2020Neurocomputing17 citationsDOI

Topics & Concepts

GeneralizationStability (learning theory)GraphComputer scienceAlgorithmMean squared prediction errorArtificial intelligencePattern recognition (psychology)MathematicsMachine learningTheoretical computer scienceMathematical analysisAdvanced Graph Neural NetworksComplex Network Analysis TechniquesRecommender Systems and Techniques
The generalization error of graph convolutional networks may enlarge with more layers | Litcius