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

Atsushi Nitanda, Anzelle Lee, Damian Tan Xing Kai, Mizuki Sakaguchi, Taiji Suzuki. Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

@inproceedings{NitandaLKSS25,
  title = {Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble},
  author = {Atsushi Nitanda and Anzelle Lee and Damian Tan Xing Kai and Mizuki Sakaguchi and Taiji Suzuki},
  year = {2025},
  url = {https://openreview.net/forum?id=SjT6JK4KZv},
  researchr = {https://researchr.org/publication/NitandaLKSS25},
  cites = {0},
  citedby = {0},
  booktitle = {Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025},
  publisher = {OpenReview.net},
}