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Marcel Gehrke — most-cited papers & profile · Graph Learning
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overview
Marcel Gehrke
11
papers ·
0
citations
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Most-cited papers
On the Detection of Commutative Factors in Factor Graphs: Necessary and Sufficient Conditions
2026
Lifting Factor Graphs with Some Unknown Factors for New Individuals
2025
Answering Hindsight Queries with Lifted Dynamic Junction Trees
2018
Taming Reasoning in Temporal Probabilistic Relational Models
2019
Efficient Detection of Exchangeable Factors in Factor Graphs
2024
Lifted Causal Inference in Relational Domains
2024
Lifting Factor Graphs with Some Unknown Factors
2024
Efficient Detection of Commutative Factors in Factor Graphs
2024
Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs
2024
Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs
2024
Top co-authors
Malte Luttermann
· 8
Ralf M\"oller
· 7
Tanya Braun
· 3
Johann Machemer
· 2
and Ralf M\"oller
· 1
and Tanya Braun
· 1
Mattis Hartwig
· 1
Topics
cs.AI
cs.LG
cs.DS
Temporal & Dynamic
Uncategorized