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biblio.bib
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@PREAMBLE{
"\providecommand{\noopsort}[1]{}"
# "\providecommand{\singleletter}[1]{#1}%"
}
@inproceedings{feng2019hypergraph,
title={Hypergraph neural networks},
author={Feng, Yifan and You, Haoxuan and Zhang, Zizhao and Ji, Rongrong and Gao, Yue},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={33},
number={01},
pages={3558--3565},
year={2019}
}
@inproceedings{chen2018neural,
title={Neural ordinary differential equations},
author={Chen, Tian Qi and Rubanova, Yulia and Bettencourt, Jesse and Duvenaud, David K},
booktitle={Advances in neural information processing systems},
pages={6571--6583},
year={2018}
}
@article{rackauckas2019diffeqflux,
title={DiffEqFlux. jl-A Julia Library for Neural Differential Equations},
author={Rackauckas, Chris and Innes, Mike and Ma, Yingbo and Bettencourt, Jesse and White, Lyndon and Dixit, Vaibhav},
journal={arXiv preprint arXiv:1902.02376},
year={2019}
}
@article{han2018solving,
title={Solving high-dimensional partial differential equations using deep learning},
author={Han, Jiequn and Jentzen, Arnulf and Weinan, E},
journal={Proceedings of the National Academy of Sciences},
volume={115},
number={34},
pages={8505--8510},
year={2018},
publisher={National Acad Sciences}
}
@article{zaheer2017deep,
title={Deep sets},
author={Zaheer, Manzil and Kottur, Satwik and Ravanbakhsh, Siamak and Poczos, Barnabas and Salakhutdinov, Ruslan and Smola, Alexander},
journal={arXiv preprint arXiv:1703.06114},
year={2017}
}
@inproceedings{wagstaff2019limitations,
title={On the limitations of representing functions on sets},
author={Wagstaff, Edward and Fuchs, Fabian and Engelcke, Martin and Posner, Ingmar and Osborne, Michael A},
booktitle={International Conference on Machine Learning},
pages={6487--6494},
year={2019},
organization={PMLR}
}