@misc{grinsztajn2022tree, title={Why do tree-based models still outperform deep learning on tabular data?}, author={Léo Grinsztajn and Edouard Oyallon and Gaël Varoquaux}, year={2022}, eprint={2207.08815}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2207.08815} }