"mean-field regime" Papers
4 papers found
Generalization Error of Graph Neural Networks in the Mean-field Regime
Gholamali Aminian, Yixuan He, Gesine Reinert et al.
ICML 2024poster
How Smooth Is Attention?
Valérie Castin, Pierre Ablin, Gabriel Peyré
ICML 2024poster
Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective
Shokichi Takakura, Taiji Suzuki
ICML 2024poster
Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning
Kakei Yamamoto, Kazusato Oko, Zhuoran Yang et al.
ICML 2024oral