Why Do Tree-Based Models Still Outperform Deep Learning on Typical Tabular Data?

Item #:

068431-0037

Details

DOI: https://doi.org/10.52202/068431-0037
Author(s): Leo Grinsztajn, Edouard Oyallon, Gael Varoquaux
Pages: 507-520 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-0037
Author(s): Leo Grinsztajn, Edouard Oyallon, Gael Varoquaux
Pages: 507-520 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)