Marcel Gehrke - RankMe

70 papers A* 3A 4C 3Misc 11Journal 25Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Approximate Lifted Model Construction. IJCAI Malte Luttermann, Jan Speller, Marcel Gehrke, Tanya Braun, Ralf Möller, Mattis Hartwig
2025	J	`jnl`	Approximate Lifted Model Construction. CoRR Malte Luttermann, Jan Speller, Marcel Gehrke, Tanya Braun, Ralf Möller, Mattis Hartwig
2025	A	`conf`	Compression Versus Accuracy: A Hierarchy of Lifted Models. ECAI Jan Speller, Malte Luttermann, Marcel Gehrke, Tanya Braun
2025	J	`jnl`	Compression versus Accuracy: A Hierarchy of Lifted Models. CoRR Jan Speller, Malte Luttermann, Marcel Gehrke, Tanya Braun
2025	C	`conf`	Denoising the Future: Top-p Distributions for Moving Through Time. ECSQARU Florian Andreas Marwitz, Ralf Möller, Magnus Bender, Marcel Gehrke
2025	J	`jnl`	Denoising the Future: Top-p Distributions for Moving Through Time. CoRR Florian Andreas Marwitz, Ralf Möller, Magnus Bender, Marcel Gehrke
2025	J	`jnl`	Enhancement of Subjective Content Descriptions by Using Human Feedback. Int. J. Semantic Comput. Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
2025	J	`jnl`	Lifted Forward Planning in Relational Factored Markov Decision Processes with Concurrent Actions. CoRR Florian Andreas Marwitz, Tanya Braun, Ralf Möller, Marcel Gehrke
2025	J	`jnl`	Lifting Factor Graphs with Some Unknown Factors for New Individuals. CoRR Malte Luttermann, Ralf Möller, Marcel Gehrke
2025	J	`jnl`	Lifting factor graphs with some unknown factors for new individuals. Int. J. Approx. Reason. Malte Luttermann, Ralf Möller, Marcel Gehrke
2025	J	`jnl`	PETS: Predicting efficiently using temporal symmetries in temporal probabilistic graphical models. Int. J. Approx. Reason. Florian Andreas Marwitz, Ralf Möller, Marcel Gehrke
2025	—	`conf`	StaRAI: From a Probabilistic Propositional Model to a Highly Compressed Probabilistic Relational Model - Extended Abstract. ECSQARU (Workshops and Tutorials) Marcel Gehrke, Malte Luttermann
2024	A*	`conf`	$DPM: $ Clustering Sensitive Data through Separation. CCS Johannes Liebenow, Yara Schütt, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi
2024	A*	`conf`	Colour Passing Revisited: Lifted Model Construction with Commutative Factors. AAAI Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Dissertation Abstract: Taming Exact Inference in Temporal Probabilistic Relational Models. Künstliche Intell. Marcel Gehrke
2024	—	`conf`	Efficient Detection of Commutative Factors in Factor Graphs. PGM Malte Luttermann, Johann Machemer, Marcel Gehrke
2024	J	`jnl`	Efficient Detection of Commutative Factors in Factor Graphs. CoRR Malte Luttermann, Johann Machemer, Marcel Gehrke
2024	Misc	`conf`	Efficient Detection of Exchangeable Factors in Factor Graphs. FLAIRS Malte Luttermann, Johann Machemer, Marcel Gehrke
2024	J	`jnl`	Efficient Detection of Exchangeable Factors in Factor Graphs. CoRR Malte Luttermann, Johann Machemer, Marcel Gehrke
2024	J	`jnl`	Enhancement of Subjective Content Descriptions by using Human Feedback. CoRR Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	—	`conf`	Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs. SUM Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs. CoRR Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	—	`conf`	Lifted Causal Inference in Relational Domains. CLeaR Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Lifted Causal Inference in Relational Domains. CoRR Malte Luttermann, Mattis Hartwig, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	—	`conf`	Lifted Model Construction Without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs. LoG Malte Luttermann, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs. CoRR Malte Luttermann, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Lifting Factor Graphs with Some Unknown Factors. CoRR Malte Luttermann, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Lifting in Support of Privacy-Preserving Probabilistic Inference. Künstliche Intell. Marcel Gehrke, Johannes Liebenow, Esfandiar Mohammadi, Tanya Braun
2024	—	`conf`	On the Completeness and Complexity of Lifted Temporal Inference. SUM Marcel Gehrke
2024	—	`conf`	ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. ICSC Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
2024	J	`jnl`	Unsupervised Estimation of Subjective Content Descriptions in an Information System. Int. J. Semantic Comput. Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
2023	J	`jnl`	Colour Passing Revisited: Lifted Model Construction with Commutative Factors. CoRR Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
2023	J	`jnl`	DPM: Clustering Sensitive Data through Separation. CoRR Yara Schütt, Johannes Liebenow, Tanya Braun, Marcel Gehrke, Florian Thaeter, Esfandiar Mohammadi
2023	—	`conf`	FrESH - Feedback-reliant Enhancement of Subjective Content Descriptions by Humans. CHAI@KI Magnus Bender, Kira Schwandt, Ralf Möller, Marcel Gehrke
2023	Misc	`conf`	LESS is More: LEan Computing for Selective Summaries. KI Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
2023	C	`conf`	Lifting Factor Graphs with Some Unknown Factors. ECSQARU Malte Luttermann, Ralf Möller, Marcel Gehrke
2023	—	`conf`	On Domain-specific Topic Modelling Using the Case of a Humanities Journal. CHAI@KI Nadja Redzuan, Ralf Möller, Marcel Gehrke, Tanya Braun
2023	C	`conf`	PETS: Predicting Efficiently Using Temporal Symmetries in Temporal PGMs. ECSQARU Florian Andreas Marwitz, Ralf Möller, Marcel Gehrke
2023	—	`conf`	Unsupervised Estimation of Subjective Content Descriptions. ICSC Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
2022	Misc	`conf`	Explainable and Explorable Decision Support. ICCS Tanya Braun, Marcel Gehrke
2022	A	`conf`	Lifting in multi-agent systems under uncertainty. UAI Tanya Braun, Marcel Gehrke, Florian Lau, Ralf Möller
2022	—	`—`	Taming exact inference in temporal probabilistic relational models. Marcel Gehrke
2022	—	`conf`	Who did it? Identifying the Most Likely Origins of Events. PGM Marcel Gehrke, Ralf Möller, Tanya Braun
2021	Misc	`conf`	Concept Drift Detection in Dynamic Probabilistic Relational Models. FLAIRS Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
2021	Misc	`conf`	Dynamic Domain Sizes in Temporal Probabilistic Relational Models. FLAIRS Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller
2021	Misc	`ed.`	Graph-Based Representation and Reasoning - 26th International Conference on Conceptual Structures, ICCS 2021, Virtual Event, September 20-22, 2021, Proceedings ICCS Tanya Braun, Marcel Gehrke, Tom Hanika, Nathalie Hernandez
2021	—	`conf`	Identifying Subjective Content Descriptions among Texts. ICSC Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
2021	J	`jnl`	Identifying and Translating Subjective Content Descriptions Among Texts. Int. J. Semantic Comput. Magnus Bender, Tanya Braun, Marcel Gehrke, Felix Kuhr, Ralf Möller, Simon Schiff
2021	J	`jnl`	On the Completeness and Complexity of the Lifted Dynamic Junction Tree Algorithm. CoRR Marcel Gehrke
2020	—	`conf`	Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. PGM Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller
2020	A	`conf`	Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. ECAI Stefan Lüdtke, Marcel Gehrke, Tanya Braun, Ralf Möller, Thomas Kirste
2020	Misc	`conf`	Restricting the Maximum Number of Actions for Decision Support Under Uncertainty. ICCS Marcel Gehrke, Tanya Braun, Simon Polovina
2020	A	`conf`	Taming Reasoning in Temporal Probabilistic Relational Models. ECAI Marcel Gehrke, Ralf Möller, Tanya Braun
2019	—	`conf`	Approximate Query Answering in Complex Gaussian Mixture Models. ICBK Mattis Hartwig, Marcel Gehrke, Ralf Möller
2019	—	`conf`	Efficient Multiple Query Answering in Switched Probabilistic Relational Models. Australasian Conference on Artificial Intelligence Marcel Gehrke, Tanya Braun, Ralf Möller
2019	—	`conf`	Lifted Temporal Maximum Expected Utility. Canadian AI Marcel Gehrke, Tanya Braun, Ralf Möller
2019	Misc	`conf`	Lifted Temporal Most Probable Explanation. ICCS Marcel Gehrke, Tanya Braun, Ralf Möller
2019	Misc	`conf`	Relational Forward Backward Algorithm for Multiple Queries. FLAIRS Marcel Gehrke, Tanya Braun, Ralf Möller
2019	J	`jnl`	Taming Reasoning in Temporal Probabilistic Relational Models. CoRR Marcel Gehrke, Ralf Möller, Tanya Braun
2019	—	`conf`	Uncertain Evidence for Probabilistic Relational Models. Canadian AI Marcel Gehrke, Tanya Braun, Ralf Möller
2019	—	`conf`	Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. ICBK Marcel Gehrke, Simon Schiff, Tanya Braun, Ralf Möller
2018	J	`jnl`	Answering Hindsight Queries with Lifted Dynamic Junction Trees. CoRR Marcel Gehrke, Tanya Braun, Ralf Möller
2018	—	`conf`	Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence Marcel Gehrke, Tanya Braun, Ralf Möller
2018	—	`conf`	Efficient Enriching of Synthesized Relational Patient Data with Time Series Data. EUSPN/ICTH Simon Schiff, Marcel Gehrke, Ralf Möller
2018	Misc	`conf`	Lifted Dynamic Junction Tree Algorithm. ICCS Marcel Gehrke, Tanya Braun, Ralf Möller
2018	—	`conf`	Lifted Maximum Expected Utility. AIH@IJCAI (Revised Selected Papers) Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser
2018	—	`conf`	Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. Australasian Conference on Artificial Intelligence Marcel Gehrke, Tanya Braun, Ralf Möller
2018	J	`jnl`	Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. CoRR Marcel Gehrke, Tanya Braun, Ralf Möller
2018	Misc	`conf`	Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. KI Marcel Gehrke, Tanya Braun, Ralf Möller
2018	—	`conf`	Towards lifted maximum expected utility. AIH@IJCAI Marcel Gehrke, Tanya Braun, Ralf Möller, Alexander Waschkau, Christoph Strumann, Jost Steinhäuser