2 papers
cs.AI2026
Lifted Relational Probabilistic Inference via Implicit Learning
Luise Ge, Brendan Juba, Kris Nilsson +1
Reconciling the tension between inductive learning and deductive reasoning in first-order relational domains is a longstanding challenge in AI. We study the problem of answering qu…
cs.AI2025
Polynomial-Time Relational Probabilistic Inference in Open Universes
Luise Ge, Brendan Juba, Kris Nilsson
Reasoning under uncertainty is a fundamental challenge in Artificial Intelligence. As with most of these challenges, there is a harsh dilemma between the expressive power of the la…