Marcel Gehrke

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 47

Top Topics

Query Answering

Expected Utility

Top Venues

FLAIRS Conference

Publications

Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR (2024)
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI (2024)
Malte Luttermann, Johann Machemer, Marcel Gehrke
Efficient Detection of Commutative Factors in Factor Graphs. CoRR (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Unsupervised Estimation of Subjective Content Descriptions in an Information System. Int. J. Semantic Comput. 18 (1) (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CoRR (2024)
Malte Luttermann, Johann Machemer, Marcel Gehrke
Efficient Detection of Exchangeable Factors in Factor Graphs. CoRR (2024)
Malte Luttermann, Ralf Möller, Marcel Gehrke
Lifting Factor Graphs with Some Unknown Factors. CoRR (2024)
Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
Lifted Causal Inference in Relational Domains. CLeaR (2024)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC (2024)
Malte Luttermann, Johann Machemer, Marcel Gehrke
Efficient Detection of Exchangeable Factors in Factor Graphs. FLAIRS (2024)
Malte Luttermann, Ralf Möller, Marcel Gehrke
Lifting Factor Graphs with Some Unknown Factors. ECSQARU (2023)
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
Colour Passing Revisited: Lifted Model Construction with Commutative Factors. CoRR (2023)
Magnus Bender, Kira Schwandt, Ralf Möller, Marcel Gehrke
FrESH - Feedback-reliant Enhancement of Subjective Content Descriptions by Humans. CHAI@KI (2023)
Florian Andreas Marwitz, Ralf Möller, Marcel Gehrke
PETS: Predicting Efficiently Using Temporal Symmetries in Temporal PGMs. ECSQARU (2023)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
LESS is More: LEan Computing for Selective Summaries. KI (2023)
Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
Unsupervised Estimation of Subjective Content Descriptions. ICSC (2023)
Yara Schütt, Johannes Liebenow, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi
DPM: Clustering Sensitive Data through Separation. CoRR (2023)
Nadja Redzuan, Ralf Möller, Marcel Gehrke, Tanya Braun
On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI@KI (2023)
Tanya Braun, Marcel Gehrke
Explainable and Explorable Decision Support. ICCS (2022)
Marcel Gehrke, Ralf Möller, Tanya Braun
Who did it? Identifying the Most Likely Origins of Events. PGM (2022)
Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller
Lifting in multi-agent systems under uncertainty. UAI (2022)
Marcel Gehrke
On the Completeness and Complexity of the Lifted Dynamic Junction Tree Algorithm. CoRR (2021)
Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
Identifying Subjective Content Descriptions among Texts. ICSC (2021)
Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
Dynamic Domain Sizes in Temporal Probabilistic Relational Models. FLAIRS Conference (2021)
Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
Concept Drift Detection in Dynamic Probabilistic Relational Models. FLAIRS Conference (2021)
Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
Identifying and Translating Subjective Content Descriptions Among Texts. Int. J. Semantic Comput. 15 (4) (2021)
Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. PGM (2020)
Marcel Gehrke, Ralf Möller, Tanya Braun
Taming Reasoning in Temporal Probabilistic Relational Models. ECAI (2020)
Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste
Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. ECAI (2020)
Marcel Gehrke, Tanya Braun, Simon Polovina
Restricting the Maximum Number of Actions for Decision Support Under Uncertainty. ICCS (2020)
Marcel Gehrke, Tanya Braun, Ralf Möller
Relational Forward Backward Algorithm for Multiple Queries. FLAIRS Conference (2019)
Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller
Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. ICBK (2019)
Mattis Hartwig, Marcel Gehrke, Ralf Möller
Approximate Query Answering in Complex Gaussian Mixture Models. ICBK (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Uncertain Evidence for Probabilistic Relational Models. Canadian Conference on AI (2019)
Marcel Gehrke, Ralf Möller, Tanya Braun
Taming Reasoning in Temporal Probabilistic Relational Models. CoRR (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Efficient Multiple Query Answering in Switched Probabilistic Relational Models. Australasian Conference on Artificial Intelligence (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Temporal Most Probable Explanation. ICCS (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Temporal Maximum Expected Utility. Canadian Conference on AI (2019)
Marcel Gehrke, Tanya Braun, Ralf Möller
Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. KI (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. CoRR (2018)
Simon Schiff, Marcel Gehrke, Ralf Möller
Efficient Enriching of Synthesized Relational Patient Data with Time Series Data. EUSPN/ICTH (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Answering Hindsight Queries with Lifted Dynamic Junction Trees. CoRR (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Lifted Dynamic Junction Tree Algorithm. ICCS (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller
Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser
Lifted Maximum Expected Utility. AIH@IJCAI (Revised Selected Papers) (2018)
Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser
Towards lifted maximum expected utility. AIH@IJCAI (2018)