Malte Luttermann

Malte Luttermann

Researcher at German Research Center for Artificial Intelligence.

Talks and Presentations

Invited Talks

From Propositional to Lifted Causal Inference

Invited Talk at Institute for Data Science Foundations Research Seminar, Hamburg University of Technology, Hamburg, Germany. March 05, 2025.
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Conference Talks

Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs

Conference Talk at The 16th International Conference on Scalable Uncertainty Management, Palermo, Italy. November 28, 2024.
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Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models

Conference Talk at The 47th German Conference on Artificial Intelligence, Würzburg, Germany. September 25, 2024.
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Efficient Detection of Commutative Factors in Factor Graphs

Conference Talk at The 12th International Conference on Probabilistic Graphical Models, Nijmegen, Netherlands. September 12, 2024.
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Efficient Detection of Exchangeable Factors in Factor Graphs

Conference Talk at The 37th International FLAIRS Conference, Miramar Beach, Florida, USA. May 19, 2024.
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Colour Passing Revisited: Lifted Model Construction with Commutative Factors

Conference Talk at The 38th AAAI Conference on Artificial Intelligence, Vancouver, Canada. February 23, 2024.
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Lifting Factor Graphs with Some Unknown Factors

Conference Talk at The 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Arras, France. September 22, 2023.
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Poster Presentations

Lifted Model Construction without Normalisation: A Vectorised Approach to Exploit Symmetries in Factor Graphs

Poster Presentation at The 3rd Learning on Graphs Conference, Virtual. November 27, 2024.
Poster Publication

Data Synthesis via Probabilistic Relational Models

Poster Presentation at KI-Med Connect 2024, Lübeck, Germany. September 20, 2024.
Poster

Lifted Causal Inference in Relational Domains

Poster Presentation at The 3rd Conference on Causal Learning and Reasoning, Los Angeles, USA. April 02, 2024.
Poster Publication

Colour Passing Revisited: Lifted Model Construction with Commutative Factors

Poster Presentation at The 38th AAAI Conference on Artificial Intelligence, Vancouver, Canada. February 23, 2024.
Poster Publication

Practical Algorithms for Orientations of Partially Directed Graphical Models

Poster Presentation at The 2nd Conference on Causal Learning and Reasoning, Tübingen, Germany. April 12, 2023.
Poster Publication

Other Talks

Vorstellung Projektergebnisse AnoMed – Anonymisierung für medizinische Anwendungen [in German language]

Talk at Internal DFKI Meeting, Virtual. July 03, 2025.
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Towards Learning Differentially Private Probabilistic Relational Models II

Talk at AnoMed Seminar, Lübeck, Germany. May 08, 2025.
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Towards Learning Differentially Private Probabilistic Relational Models I

Talk at AnoMed Seminar, Lübeck, Germany. April 24, 2025.
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Learning Probabilistic Relational Models

Talk at Institute of Information Systems Institute Meeting, Lübeck, Germany. January 28, 2025.
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Data Synthesis via Probabilistic Relational Models

Teaser Talk at KI-Med Connect 2024, Lübeck, Germany. September 20, 2024.
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Efficient Detection of Exchangeable Factors in Factor Graphs

Talk at DFKI Laboratory Lübeck Meeting, Lübeck, Germany. July 16, 2024.
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AnoMed - Anonymisierung für medizinische Anwendungen [in German language]

Talk at DFKI Laboratory Lübeck Meeting, Lübeck, Germany. March 12, 2024.
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My Recent Research

Talk at DFKI Research Department Statistical Relational AI in Healthcare Meeting, Lübeck, Germany. September 06, 2023.
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My Current Research [in German language]

Talk at The 1st Workshop on Lifted Inference, Lübeck, Germany. January 30, 2023.
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