A Probabilistic Model for Zero-Inflated Count Tensors with Structured Latent Representations

Elena Tuzhilina, Yaoming Zhen

We propose a unified probabilistic framework for modeling high-dimensional count tensors with excess zeros. Such data arise naturally in a variety of applications, including single…