J. N. P. Hume

Blang: Bayesian declarative modelling of general data structures and inference via algorithms based on distribution continua

2019 · arXiv (Cornell University)

Consider a Bayesian inference problem where a variable of interest does not take values in a Euclidean space. These "non-standard" data structures are in reality fairly common. They are frequently used in problems involving latent …