Lifting Factor Graphs with Some Unknown Factors

3 June 2024

Papers citing "Lifting Factor Graphs with Some Unknown Factors"

10 / 10 papers shown

Title
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs Malte Luttermann Tanya Braun Ralf Möller Marcel Gehrke 103 2 0 11 Nov 2024
Efficient Detection of Commutative Factors in Factor Graphs Malte Luttermann Johann Machemer Marcel Gehrke 70 4 0 23 Jul 2024
Lifted Causal Inference in Relational Domains Malte Luttermann Mattis Hartwig Tanya Braun Ralf Möller Marcel Gehrke 62 5 0 15 Mar 2024
Efficient Detection of Exchangeable Factors in Factor Graphs Malte Luttermann Johann Machemer Marcel Gehrke 80 6 0 15 Mar 2024
Colour Passing Revisited: Lifted Model Construction with Commutative Factors Malte Luttermann Tanya Braun Ralf Möller Marcel Gehrke 46 9 0 20 Sep 2023
Taming Reasoning in Temporal Probabilistic Relational Models Marcel Gehrke Ralf Möller Tanya Braun AI4CE 33 7 0 16 Nov 2019
Lifted Variable Elimination: Decoupling the Operators from the Constraint Language N. Taghipour Daan Fierens Jesse Davis Hendrik Blockeel 112 76 0 04 Feb 2014
Tractability through Exchangeability: A New Perspective on Efficient Probabilistic Inference Mathias Niepert Guy Van den Broeck TPM 148 77 0 07 Jan 2014
Constraint Processing in Lifted Probabilistic Inference Jacek Kisynski David Poole TPM 98 46 0 09 May 2012
Counting Belief Propagation Kristian Kersting B. Ahmadi Sriraam Natarajan 141 181 0 09 May 2012