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references.bib
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@article{zou2005,
title={Regularization and variable selection via the elastic net},
author={Zou, Hui and Hastie, Trevor},
journal={Journal of the royal statistical society: series B (statistical methodology)},
volume={67},
number={2},
pages={301--320},
year={2005},
publisher={Wiley Online Library}
}
@article{dormann2018,
title={Model averaging in ecology: A review of Bayesian, information-theoretic, and tactical approaches for predictive inference},
author={Dormann, Carsten F and Calabrese, Justin M and Guillera-Arroita, Gurutzeta and Matechou, Eleni and Bahn, Volker and Barto{\'n}, Kamil and Beale, Colin M and Ciuti, Simone and Elith, Jane and Gerstner, Katharina and others},
journal={Ecological Monographs},
volume={88},
number={4},
pages={485--504},
year={2018},
publisher={Wiley Online Library}
}
@article{dropout,
title={Dropout: a simple way to prevent neural networks from overfitting},
author={Srivastava, Nitish and Hinton, Geoffrey and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan},
journal={The journal of machine learning research},
volume={15},
number={1},
pages={1929--1958},
year={2014},
publisher={JMLR. org}
}
@article{pichler2023machine,
title={Machine learning and deep learning—A review for ecologists},
author={Pichler, Maximilian and Hartig, Florian},
journal={Methods in Ecology and Evolution},
volume={14},
number={4},
pages={994--1016},
year={2023},
publisher={Wiley Online Library}
}
@article{borowiec2022deep,
title={Deep learning as a tool for ecology and evolution},
author={Borowiec, Marek L and Dikow, Rebecca B and Frandsen, Paul B and McKeeken, Alexander and Valentini, Gabriele and White, Alexander E},
journal={Methods in Ecology and Evolution},
volume={13},
number={8},
pages={1640--1660},
year={2022},
publisher={Wiley Online Library}
}