Malte Luttermann

30 papers A* 3A 1C 1Misc 2Journal 17Unranked 6
YearRankTypeTitle / 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 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 — 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 J jnl
AutoRAG: Grounding Text and Symbols.
Künstliche Intell.
Tim Schulz, Malte Luttermann, Ralf Möller
2024 J jnl
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain.
CoRR
Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, Ralf Möller
2024 J jnl
Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain.
Künstliche Intell.
Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, Ralf Möller
2024 A* conf
Colour Passing Revisited: Lifted Model Construction with Commutative Factors.
AAAI
Malte Luttermann, Tanya Braun, Ralf Möller, 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 — 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 Misc conf
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models.
KI
Malte Luttermann, Ralf Möller, Mattis Hartwig
2024 J jnl
Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models.
CoRR
Malte Luttermann, Ralf Möller, Mattis Hartwig
2023 J jnl
Colour Passing Revisited: Lifted Model Construction with Commutative Factors.
CoRR
Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke
2023 A* conf
Efficient Enumeration of Markov Equivalent DAGs.
AAAI
Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz
2023 J jnl
Efficient Enumeration of Markov Equivalent DAGs.
CoRR
Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liskiewicz
2023 C conf
Lifting Factor Graphs with Some Unknown Factors.
ECSQARU
Malte Luttermann, Ralf Möller, Marcel Gehrke
2023 — conf
Practical Algorithms for Orientations of Partially Directed Graphical Models.
CLeaR
Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz
2023 J jnl
Practical Algorithms for Orientations of Partially Directed Graphical Models.
CoRR
Malte Luttermann, Marcel Wienöbst, Maciej Liskiewicz