1.

Luttermann, Malte; Machemer, Johann; Gehrke, Marcel

Efficient Detection of Commutative Factors in Factor Graphs Proceedings Article

In: Kwisthout, Johan; Renooij, Silja (Ed.): Proceedings of The 12th International Conference on Probabilistic Graphical Models, pp. 38–56, PMLR, 2024.

Abstract | Links | BibTeX

2.

Gehrke, Marcel; Liebenow, Johannes; Mohammadi, Esfandiar; Braun, Tanya

Lifting in Support of Privacy-Preserving Probabilistic Inference Journal Article

In: German Journal of Artificial Intelligence, 2024.

Links | BibTeX

3.

Luttermann, Malte; Machemer, Johann; Gehrke, Marcel

Efficient Detection of Exchangeable Factors in Factor Graphs Proceedings Article

In: Proceedings of the Thirty-Seventh International FLAIRS Conference (FLAIRS-2024), Florida Online Journals, 2024.

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4.

Luttermann, Malte; Hartwig, Mattis; Braun, Tanya; Möller, Ralf; Gehrke, Marcel

Lifted Causal Inference in Relational Domains Proceedings Article

In: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-2024), PMLR, 2024.

Links | BibTeX

5.

Luttermann, Malte; Braun, Tanya; Möller, Ralf; Gehrke, Marcel

Color Passing Revisited: Lifted Model Construction with Commutative Factors Proceedings Article

In: Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-2024), AAAI Press, 2024.

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6.

Anderson, Kathleen; Martinetz, Thomas

Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations Proceedings Article

In: International Conference on Artificial Neural Networks (ICANN) 2024, 2024.

BibTeX

7.

Schulze, Max; Zisgen, Yorck; Kirschte, Moritz; Mohammadi, Esfandiar; Koschmider, Agnes

Differentially Private Inductive Miners Miscellaneous

2024.

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8.

Kirschte, Moritz; Meiser, Sebastian; Ardalan, Saman; Mohammadi, Esfandiar

Distributed DP Helmet: Scalable Differentially Private Non-interactive Averaging of Single Layers Miscellaneous

2024.

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9.

Luttermann, Malte; Möller, Ralf; Hartwig, Mattis

Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models Proceedings Article

In: Hotho, Andreas; Rudolph, Sebastian (Ed.): KI 2024: Advances in Artificial Intelligence, pp. 175–189, Springer Nature Switzerland, Cham, 2024, ISBN: 978-3-031-70893-0.

Abstract | BibTeX

10.

Luttermann, Malte; Möller, Ralf; Gehrke, Marcel

Lifting Factor Graphs with Some Unknown Factors Proceedings Article

In: Proceedings of the Seventeenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU-2023), Springer, 2023.

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11.

Kirschte, Moritz; Peinemann, Thorsten; Stock, Joshua; Cotrini, Carlos; Mohammadi, Esfandiar

S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees Miscellaneous

2023.

Links | BibTeX

12.

Sander, Jonas; Berndt, Sebastian; Bruhns, Ida; Eisenbarth, Thomas

DASH: Accelerating Distributed Private Machine Learning Inference with Arithmetic Garbled Circuits Miscellaneous

2023.

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13.

Brügge, Nele Sophie; Mohammadi, Esfandiar; Münchau, Alexander; Bäumer, Tobias; Frings, Christian; Beste, Christian; Roessner, Veit; Handels, Heinz

Towards Privacy and Utility in Tourette Tic Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects Proceedings Article

In: ICASSP 2023 – 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

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