On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness

Murat A. Erdogdu, Rasa Hosseinzadeh. On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 1776-1822, PMLR, 2021. [doi]

@inproceedings{ErdogduH21,
  title = {On the Convergence of Langevin Monte Carlo: The Interplay between Tail Growth and Smoothness},
  author = {Murat A. Erdogdu and Rasa Hosseinzadeh},
  year = {2021},
  url = {http://proceedings.mlr.press/v134/erdogdu21a.html},
  researchr = {https://researchr.org/publication/ErdogduH21},
  cites = {0},
  citedby = {0},
  pages = {1776-1822},
  booktitle = {Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA},
  editor = {Mikhail Belkin and Samory Kpotufe},
  volume = {134},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}