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% 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} | ||
} | ||
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@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} | ||
} | ||
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||
% To cite work on multi-class classification | ||
@article{galy2019multi, | ||
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}, | ||
journal={arXiv preprint arXiv:1905.09670}, | ||
year={2019} | ||
} |