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JoinBoost: Grow Trees Over Normalized Data Using Only SQL

JoinBoost: Grow Trees Over Normalized Data Using Only SQL

1 July 2023
Zezhou Huang
Rathijit Sen
Jiaxiang Liu
Eugene Wu
ArXivPDFHTML

Papers citing "JoinBoost: Grow Trees Over Normalized Data Using Only SQL"

2 / 2 papers shown
Title
Share the Tensor Tea: How Databases can Leverage the Machine Learning
  Ecosystem
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem
Yuki Asada
Victor Fu
Apurva Gandhi
Advitya Gemawat
Lihao Zhang
...
Vikrant Gupta
Ehimwenma Nosakhare
Dalitso Banda
Rathijit Sen
Matteo Interlandi
25
10
0
10 Sep 2022
Why do tree-based models still outperform deep learning on tabular data?
Why do tree-based models still outperform deep learning on tabular data?
Léo Grinsztajn
Edouard Oyallon
Gaël Varoquaux
LMTD
49
361
0
18 Jul 2022
1