"propagation of chaos" Papers

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Improved Finite-Particle Convergence Rates for Stein Variational Gradient Descent

Sayan Banerjee, Krishna Balasubramanian, PROMIT GHOSAL

ICLR 2025arXiv:2409.08469
9
citations

Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble

Atsushi Nitanda, Anzelle Lee, Damian Kai et al.

ICML 2025arXiv:2502.05784
2
citations

Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD

Yijun Wan, Melih Barsbey, Abdellatif Zaidi et al.

ICML 2024arXiv:2306.08125
5
citations

Mean-field Chaos Diffusion Models

Sungwoo Park, Dongjun Kim, Ahmed Alaa

ICML 2024arXiv:2406.05396
1
citations