Bayesian Tensor Factorisations for Time Series of Counts

Zhongzhen Wang, Petros Dellaportas, Ioannis Kosmidis

We propose a flexible nonparametric Bayesian modelling framework for multivariate time series of count data based on tensor factorisations. Our models can be viewed as infinite sta…