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Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel
18 October 2022
Mahalakshmi Sabanayagam
Pascal Esser
Debarghya Ghoshdastidar
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Papers citing
"Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel"
2 / 2 papers shown
Exact Generalisation Error Exposes Benchmarks Skew Graph Neural Networks Success (or Failure)
Nil Ayday
Mahalakshmi Sabanayagam
Debarghya Ghoshdastidar
225
0
0
12 Sep 2025
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Lukas Gosch
Mahalakshmi Sabanayagam
Debarghya Ghoshdastidar
Stephan Günnemann
AAML
642
6
0
15 Jul 2024
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