フォロー
Cordonnier Matthieu
Cordonnier Matthieu
GIPSA-lab, Université Grenoble Alpes
確認したメール アドレス: gipsa-lab.fr
タイトル
引用先
引用先
Universal approximations of permutation invariant/equivariant functions by deep neural networks
A Sannai, Y Takai, M Cordonnier
arXiv preprint arXiv:1903.01939, 2019
812019
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs
M Cordonnier, N Keriven, N Tremblay, S Vaiter
arXiv preprint arXiv:2304.11140, 2023
62023
On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity
Y Takai, A Sannai, M Cordonnier
International Conference on Artificial Intelligence and Statistics, 3799-3807, 2021
42021
Seeking universal approximation for continuous limits of graph neural networks on large random graphs
M Cordonnier, N Keriven, N Tremblay, S Vaiter
Asilomar 2024, 2024
2024
Decomposition of Equivariant Maps via Invariant Maps: Application to Universal Approximation under Symmetry
A Sannai, Y Takai, M Cordonnier
arXiv preprint arXiv:2409.16922, 2024
2024
Seeking universal approximation for continuous counterparts of GNNs on large random graphs
M Cordonnier, N Keriven, N Tremblay, S Vaiter
GSP workshop 2024-7th Graph Signal Processing Workshop, 2024
2024
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