Conditional-Independence-Regularized Distributional Autoencoders for Mixed-Type Data

Siyuan Tang, Gongjun Xu, Ji Zhu

Mixed-type data containing both numerical and categorical variables arise in many scientific and real-world applications. Existing representation learning and generative modeling a…