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Marcel Gehrke

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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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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Efficient Detection of Exchangeable Factors in Factor Graphs

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Mar 15, 2024
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Lifted Causal Inference in Relational Domains

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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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DPM: Clustering Sensitive Data through Separation

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Jul 06, 2023
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On the Completeness and Complexity of the Lifted Dynamic Junction Tree Algorithm

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Oct 19, 2021
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Taming Reasoning in Temporal Probabilistic Relational Models

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Nov 16, 2019
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Answering Hindsight Queries with Lifted Dynamic Junction Trees

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Jul 02, 2018
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