Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo

Markus Heinonen, Henrik Mannerström, Juho Rousu, Samuel Kaski, Harri Lähdesmäki. Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo. In Arthur Gretton, Christian C. Robert, editors, Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016. Volume 51 of JMLR Workshop and Conference Proceedings, pages 732-740, JMLR.org, 2016. [doi]

@inproceedings{HeinonenMRKL16,
  title = {Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo},
  author = {Markus Heinonen and Henrik Mannerström and Juho Rousu and Samuel Kaski and Harri Lähdesmäki},
  year = {2016},
  url = {http://jmlr.org/proceedings/papers/v51/heinonen16.html},
  researchr = {https://researchr.org/publication/HeinonenMRKL16},
  cites = {0},
  citedby = {0},
  pages = {732-740},
  booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016},
  editor = {Arthur Gretton and Christian C. Robert},
  volume = {51},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}