1 code implementation • 13 Feb 2024 • Emily Jin, Michael Bronstein, Ismail Ilkan Ceylan, Matthias Lanzinger
In this work, we show that both of these approaches are sub-optimal in a certain sense and argue for a more fine-grained approach, which incorporates the homomorphism counts of all structures in the "basis" of the target pattern.
1 code implementation • 4 Apr 2019 • Ralph Abboud, Ismail Ilkan Ceylan, Thomas Lukasiewicz
Weighted model counting (WMC) has emerged as a prevalent approach for probabilistic inference.
