Colour Passing Revisited: Lifted Model Construction with Commutative
Factors

v1v2 (latest)

Colour Passing Revisited: Lifted Model Construction with Commutative Factors

20 September 2023

Malte Luttermann

ArXiv (abs)PDF HTML

Papers citing "Colour Passing Revisited: Lifted Model Construction with Commutative Factors"

8 / 8 papers shown

Title
Compression versus Accuracy: A Hierarchy of Lifted Models Jan Speller Malte Luttermann Marcel Gehrke Tanya Braun 30 0 0 28 May 2025
Approximate Lifted Model Construction Malte Luttermann Jan Speller Marcel Gehrke Tanya Braun Ralf Möller Mattis Hartwig 144 1 0 29 Apr 2025
Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs Malte Luttermann Ralf Möller Marcel Gehrke 160 1 0 18 Nov 2024
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs Malte Luttermann Tanya Braun Ralf Möller Marcel Gehrke 106 2 0 11 Nov 2024
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models Malte Luttermann Ralf Möller Mattis Hartwig SyDa 143 2 0 06 Sep 2024
Efficient Detection of Commutative Factors in Factor Graphs Malte Luttermann Johann Machemer Marcel Gehrke 70 4 0 23 Jul 2024
Lifting Factor Graphs with Some Unknown Factors Malte Luttermann Ralf Möller Marcel Gehrke 72 2 0 03 Jun 2024
Efficient Detection of Exchangeable Factors in Factor Graphs Malte Luttermann Johann Machemer Marcel Gehrke 82 6 0 15 Mar 2024