Poisson-Minibatching for Gibbs Sampling with Convergence Rate Guarantees

This repository contains code for Poisson-Minibatching for Gibbs Sampling with Convergence Rate Guarantees, NeurIPS 2019, Spotlight

Dependencies

• Julia 0.6
• IJulia

Experiments

To generate samples on the Potts model, use Jupyter notebook to open

main.ipynb

To plot Figure 1 (marginal error v.s. iterations) and Figure 2 (marginal error v.s. runtime), open

plot.ipynb