Generative random network models and Bayesian inference algorithms
Automatic search over probabilistic graph models. We combine the "automated statistician" search over compositional kernels for GPs with graph models from the Aldous-Hoover family. The result is a short, hopefully interpretable graph model.
This project requires hips-lib/python to be in the PYTHONPATH.