Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality

Alireza Mousavi Hosseini, Tyler K. Farghly, Ye He, Krishna Balasubramanian, Murat A. Erdogdu. Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 1-35, PMLR, 2023. [doi]

@inproceedings{HosseiniFHBE23,
  title = {Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality},
  author = {Alireza Mousavi Hosseini and Tyler K. Farghly and Ye He and Krishna Balasubramanian and Murat A. Erdogdu},
  year = {2023},
  url = {https://proceedings.mlr.press/v195/mousavi-hosseini23a.html},
  researchr = {https://researchr.org/publication/HosseiniFHBE23},
  cites = {0},
  citedby = {0},
  pages = {1-35},
  booktitle = {The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India},
  editor = {Gergely Neu and Lorenzo Rosasco},
  volume = {195},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}