Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition

Pavel Izmailov, Alexander Novikov, Dmitry Kropotov. Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 726-735, PMLR, 2018. [doi]

@inproceedings{IzmailovNK18,
  title = {Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition},
  author = {Pavel Izmailov and Alexander Novikov and Dmitry Kropotov},
  year = {2018},
  url = {http://proceedings.mlr.press/v84/izmailov18a.html},
  researchr = {https://researchr.org/publication/IzmailovNK18},
  cites = {0},
  citedby = {0},
  pages = {726-735},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain},
  editor = {Amos J. Storkey and Fernando Pérez-Cruz},
  volume = {84},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}