StatisticalRelationalAI

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7 repositories

LIFAGU-Extended
Public
Source code for the paper "Lifting Factor Graphs with Some Unknown Factors for New Individuals" (IJAR 2025)
factor-graphs probabilistic-graphical-models lifted-inference
Julia
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GNU General Public License v3.0
•0•0•0•0•Updated Feb 4, 2025Feb 4, 2025
AlphaAdvancedColourPassing
Public
Source code for the paper "Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs" (LoG 2024)
factor-graphs probabilistic-graphical-models lifted-inference
Julia
•
GNU General Public License v3.0
•0•0•0•0•Updated Nov 18, 2024Nov 18, 2024
DECOR
Public
Source code for the paper "Efficient Detection of Commutative Factors in Factor Graphs" (PGM 2024)
factor-graphs probabilistic-graphical-models lifted-inference
Julia
•
GNU General Public License v3.0
•0•0•0•0•Updated Jul 15, 2024Jul 15, 2024
DEFT
Public
Source code for the paper "Efficient Detection of Exchangeable Factors in Factor Graphs" (FLAIRS 2024)
factor-graphs probabilistic-graphical-models lifted-inference
Julia
•
GNU General Public License v3.0
•0•0•0•0•Updated Mar 14, 2024Mar 14, 2024
LIFAGU
Public
Source code for the paper "Lifting Factor Graphs with Some Unknown Factors" (ECSQARU 2023)
factor-graphs probabilistic-graphical-models lifted-inference
Julia
•
GNU General Public License v3.0
•0•2•0•0•Updated Mar 14, 2024Mar 14, 2024
LiftedCausalInference
Public
Source code for the paper "Lifted Causal Inference in Relational Domains" (CLeaR 2024)
probabilistic-graphical-models causal-inference lifted-inference
Julia
•
GNU General Public License v3.0
•0•1•0•0•Updated Mar 14, 2024Mar 14, 2024
AdvancedColourPassing
Public
Source code for the paper "Colour Passing Revisited: Lifted Model Construction with Commutative Factors" (AAAI 2024)
factor-graphs probabilistic-graphical-models lifted-inference
Julia
•
GNU General Public License v3.0
•0•1•0•0•Updated Mar 14, 2024Mar 14, 2024