CardiCat: a Variational Autoencoder for High-Cardinality Tabular Data

Lee Carlin, Yuval Benjamini

High-cardinality categorical features are a common characteristic of mixed-type tabular datasets. Existing generative model architectures struggle to learn the complexities of such…