CITATION.bib

% To cite this package in general

@inproceedings{galy-fajou20a,
  title = {Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models},
  author = {Galy-Fajou, Theo and Wenzel, Florian and Opper, Manfred},
  booktitle = {Proceedings of the Twenty Third International Conference on Artificial Intelligence and Statistics},
  pages = {3025--3035},
  year = {2020},
  editor = {Silvia Chiappa and Roberto Calandra},
  volume = {108}, series = {Proceedings of Machine Learning Research},
  month = {26--28 Aug},
  publisher = {PMLR},
  pdf = {http://proceedings.mlr.press/v108/galy-fajou20a/galy-fajou20a.pdf},
  url = { http://proceedings.mlr.press/v108/galy-fajou20a.html },
}
% To cite work on heterogeneous multi-ouptput : 

@inproceedings{moreno2018heterogeneous,
  title={Heterogeneous multi-output gaussian process prediction},
  author={Moreno-Mu{\~n}oz, Pablo and Art{\'e}s, Antonio and {\'A}lvarez, Mauricio},
  booktitle={Advances in neural information processing systems},
  pages={6711--6720},
  year={2018}
}

% To cite work on classification

@inproceedings{wenzel2019efficient,
  title={Efficient Gaussian process classification using P{\`o}lya-Gamma data augmentation},
  author={Wenzel, Florian and Galy-Fajou, Th{\'e}o and Donner, Christan and Kloft, Marius and Opper, Manfred},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={33},
  pages={5417--5424},
  year={2019}
}

@inproceedings{wenzel2017bayesian,
  title={Bayesian nonlinear support vector machines for big data},
  author={Wenzel, Florian and Galy-Fajou, Th{\'e}o and Deutsch, Matth{\"a}us and Kloft, Marius},
  booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  pages={307--322},
  year={2017},
  organization={Springer}
}

% To cite work on multi-class classification

@inproceedings{galy-fajou19a,
  title = {Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation},
  author = {Galy-Fajou, Th{\'{e}}o and Wenzel, Florian and Donner, Christian and Opper, Manfred},
  booktitle = {Proceedings of The 35th Uncertainty in Artificial Intelligence Conference},
  pages = {755--765},
  year = {2020},
  editor = {Ryan P. Adams and Vibhav Gogate}, 
  volume = {115}, series = {Proceedings of Machine Learning Research},
  address = {Tel Aviv, Israel},
  month = {22--25 Jul},
  publisher = {PMLR},
  pdf = {http://proceedings.mlr.press/v115/galy-fajou20a/galy-fajou20a.pdf},
  url = {http://proceedings.mlr.press/v115/galy-fajou20a.html}
}