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Arxiv
2d
121
Image Credit: Arxiv
Representation Learning for Tabular Data: A Comprehensive Survey
- Tabular data is prevalent in machine learning classification and regression applications.
- Deep Neural Networks (DNNs) are promising for representation learning in tabular data.
- Existing models for tabular representation learning are categorized into specialized, transferable, and general models.
- The survey also covers ensemble methods and extensions of tabular learning.
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