Publications

We answer develop a method to automatically extract qualitative influence statements from a learned probabilistic model.

srlearn is a Python library for learning gradient-boosted statistical relational models.

Inductive Logic Programming systems allow domain experts to provide background knowledge to constrain to search space of hypotheses. This machine learning interface includes an algorithm for translating these constraints from Entity-Relationship Diagrams.