1. XGBoost: A Scalable Tree Boosting System;Chen,2016
2. CatBoost: unbiased boosting with categorical features;Prokhorenkova,2018
3. LightGBM: A Highly Efficient Gradient Boosting Decision Tree;Ke,2017
4. Why do tree-based models still outperform deep learning on typical tabular data?;Grinsztajn;Advances in neural information processing systems,2022
5. Deep neural networks and tabular data: A survey;Borisov;IEEE Transactions on Neural Networks and Learning Systems,2022