Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows

George Papamakarios, David C. Sterratt, Iain Murray 0001. Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows. In Kamalika Chaudhuri, Masashi Sugiyama, editors, The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan. Volume 89 of Proceedings of Machine Learning Research, pages 837-848, PMLR, 2019. [doi]

@inproceedings{PapamakariosS019,
  title = {Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows},
  author = {George Papamakarios and David C. Sterratt and Iain Murray 0001},
  year = {2019},
  url = {http://proceedings.mlr.press/v89/papamakarios19a.html},
  researchr = {https://researchr.org/publication/PapamakariosS019},
  cites = {0},
  citedby = {0},
  pages = {837-848},
  booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan},
  editor = {Kamalika Chaudhuri and Masashi Sugiyama},
  volume = {89},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}