Litcius/Paper detail

Stability of graph convolutional neural networks to stochastic perturbations

Zhan Gao, Elvin Isufi, Alejandro Ribeiro

2021Signal Processing23 citationsDOI

Topics & Concepts

Nonlinear systemRobustness (evolution)Bounded functionGraphMathematicsTopological graph theoryTopology (electrical circuits)Computer scienceDiscrete mathematicsVoltage graphLine graphCombinatoricsBiochemistryPhysicsMathematical analysisGeneQuantum mechanicsChemistryAdvanced Graph Neural NetworksDomain Adaptation and Few-Shot LearningStochastic Gradient Optimization Techniques
Stability of graph convolutional neural networks to stochastic perturbations | Litcius