"mean-field regime" Papers

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Generalization Error of Graph Neural Networks in the Mean-field Regime

Gholamali Aminian, Yixuan He, Gesine Reinert et al.

ICML 2024arXiv:2402.07025
4
citations

How Smooth Is Attention?

Valérie Castin, Pierre Ablin, Gabriel Peyré

ICML 2024arXiv:2312.14820
29
citations

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Shokichi Takakura, Taiji Suzuki

ICML 2024arXiv:2403.14917
8
citations

Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning

Kakei Yamamoto, Kazusato Oko, Zhuoran Yang et al.

ICML 2024oral