Xuhui Fan

Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling

2020 · arXiv (Cornell University)

The Dirichlet Belief Network~(DirBN) has been recently proposed as a promising approach in learning interpretable deep latent representations for objects. In this work, we leverage its interpretable modelling architecture and propose a deep dynamic probabilistic …