Yufeng Cao

Explaining Point Processes by Learning Interpretable Temporal Logic Rules

We propose a principled method to learn a set of human-readable logic rules to explain temporal point processes. We assume that the generative mechanisms underlying the temporal point processes are governed by a set of first-order temporal logic rules, as a compact representation of domain knowledg…