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Ralf Möller

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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Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models

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Sep 06, 2024
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Variables are a Curse in Software Vulnerability Prediction

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Jun 18, 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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A Lagrange-Newton Approach to Smoothing-and-Mapping

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Jan 24, 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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Derivation of Learning Rules for Coupled Principal Component Analysis in a Lagrange-Newton Framework

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Apr 28, 2022
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Lifting DecPOMDPs for Nanoscale Systems -- A Work in Progress

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Oct 18, 2021
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