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Malte Luttermann

Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs

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Nov 20, 2024
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Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs

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Nov 11, 2024
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Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models

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Sep 06, 2024
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Efficient Detection of Commutative Factors in Factor Graphs

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Jul 23, 2024
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Lifting Factor Graphs with Some Unknown Factors

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Jun 03, 2024
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Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain

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May 06, 2024
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Lifted Causal Inference in Relational Domains

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Mar 15, 2024
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Efficient Detection of Exchangeable Factors in Factor Graphs

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Mar 15, 2024
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Colour Passing Revisited: Lifted Model Construction with Commutative Factors

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Sep 20, 2023
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Practical Algorithms for Orientations of Partially Directed Graphical Models

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Feb 28, 2023
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