Deep Tabular Learning

General • 27 methods

Consists of tabular data learning approaches that use deep learning architectures for learning on tabular data. According to the taxonomy in V.Borisov et al. (2021), deep learning approaches for tabular data can be categorized into:

Method Year Papers
2001 524
2017 141
2020 123
2019 14
2020 7
2019 6
2016 6
2017 5
2021 4
2020 3
2021 3
2016 3
2020 2
2021 2
2020 2
2018 2
2020 2
2021 1
2020 1
2020 1
2021 1
2019 1
2021 1
2021 1
2022 1
2020 1