Deep Tabular Learning

General • 29 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 579
2020 249
2019 28
2019 13
2020 9
2016 7
2017 7
2021 6
2022 6
2021 5
2016 5
2020 3
2020 3
2021 3
2020 3
2021 3
2023 3
2018 2
2020 2
2020 2
2021 1
2020 1
2020 1
2019 1
2021 1
2021 1
2022 1