Optimising Density Computations in Probabilistic Programs via Automatic Loop Vectorisation

Sangho Lim, Hyoungjin Lim, Wonyeol Lee +2

Probabilistic programming languages (PPLs) are a popular tool for high-level modelling across many fields. They provide a range of algorithms for probabilistic inference, which ana…