참고

[1] D McElfresh et al., When Do Neural Nets Outperform Boosted Trees on Tabular Data?, NeurIPS, 2023.

[2] V Cherepanova et al., A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning, NeurIPS, 2023.

[3] P Chen et al., HyTrel: Hypergraph-enhanced Tabular Data Representation Learning, NeurIPS, 2023.

[4] P Gijsbers et al., An open source automl benchmark, arXiv, 2019.

[5] E Alcobaca et al., Mfe: Towards reproducible meta-feature extraction, Journal of Machine Learning Research, 2020.

[6] Noah Hollmann et al., Tabpfn: A transformer that solves small tabular classification problems in a second, International Conference on Learning, 2023.

[7] Kyungeun Lee, Ye Seul Sim, Hyeseung Cho, Suhee Yoon, Sanghyu Yoon, Woohyung Lim., Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains, NeurIPS Workshop, 2023