StatisticalRelationalAI

Human-aware PGMs and Probabilistic Inference via Lifted Model Reconciliation

Source code for the paper "On the Detection of Commutative Factors in Factor Graphs: Necessary and Sufficient Conditions" (PGM 2026)

Source code for the efficient realisation of the "Advanced Colour Passing" algorithm

Source code for the paper "Approximate Lifted Model Construction" (IJCAI 2025)

Source code for the paper "Lifting Factor Graphs with Some Unknown Factors for New Individuals" (IJAR 2025)

Source code for the paper "Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs" (LoG 2024)

Source code for the paper "Efficient Detection of Commutative Factors in Factor Graphs" (PGM 2024)

Source code for the paper "Efficient Detection of Exchangeable Factors in Factor Graphs" (FLAIRS 2024)

Source code for the paper "Lifting Factor Graphs with Some Unknown Factors" (ECSQARU 2023)

Source code for the paper "Lifted Causal Inference in Relational Domains" (CLeaR 2024)