Citation

If you use approxposterior, please cite the following:

Fleming and VanderPlas (2018)

@ARTICLE{Fleming2018,
   author = {{Fleming}, D.~P. and {VanderPlas}, J.},
    title = "{approxposterior: Approximate Posterior Distributions in Python}",
  journal = {The Journal of Open Source Software},
     year = 2018,
    month = sep,
   volume = 3,
    pages = {781},
      doi = {10.21105/joss.00781},
   adsurl = {http://adsabs.harvard.edu/abs/2018JOSS....3..781P},
  adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

Kandasamy et al. (2017)

@article{Kandasamy2017,
title = "Query efficient posterior estimation in scientific experiments via Bayesian active learning",
journal = "Artificial Intelligence",
volume = "243",
pages = "45 - 56",
year = "2017",
issn = "0004-3702",
doi = "https://doi.org/10.1016/j.artint.2016.11.002",
url = "http://www.sciencedirect.com/science/article/pii/S0004370216301394",
author = "Kirthevasan Kandasamy and Jeff Schneider and Barnabás Póczos",
keywords = "Posterior estimation, Active learning, Gaussian processes"}

Wang & Li (2018)

@article{Wang2018,
author = {Wang, Hongqiao and Li, Jinglai},
title = {Adaptive Gaussian Process Approximation for Bayesian Inference with Expensive Likelihood Functions},
journal = {Neural Computation},
volume = {30},
number = {11},
pages = {3072-3094},
year = {2018},
doi = {10.1162/neco\_a\_01127},
URL = { https://doi.org/10.1162/neco_a_01127},
eprint = {https://doi.org/10.1162/neco_a_01127}}