Gehrke, Marcel; Liebenow, Johannes; Mohammadi, Esfandiar; Braun, Tanya
Lifting in Support of Privacy-Preserving Probabilistic Inference Artikel
In: German Journal of Artificial Intelligence, 2024.
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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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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.
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Luttermann, Malte; Braun, Tanya; Möller, Ralf; Gehrke, Marcel
Colour 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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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.
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title = {Revealing Unintentional Information Leakage in Low-Dimensional Facial Portrait Representations},
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Schulze, Max; Zisgen, Yorck; Kirschte, Moritz; Mohammadi, Esfandiar; Koschmider, Agnes
Differentially Private Inductive Miner Sonstige
2024.
@misc{schulze2024differentiallyprivateinductiveminer,
title = {Differentially Private Inductive Miner},
author = {Max Schulze and Yorck Zisgen and Moritz Kirschte and Esfandiar Mohammadi and Agnes Koschmider},
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Kirschte, Moritz; Meiser, Sebastian; Ardalan, Saman; Mohammadi, Esfandiar
Distributed DP-Helmet: Scalable Differentially Private Non-interactive Averaging of Single Layers Sonstige
2024.
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title = {Distributed DP-Helmet: Scalable Differentially Private Non-interactive Averaging of Single Layers},
author = {Moritz Kirschte and Sebastian Meiser and Saman Ardalan and Esfandiar Mohammadi},
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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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Kirschte, Moritz; Peinemann, Thorsten; Stock, Joshua; Cotrini, Carlos; Mohammadi, Esfandiar
S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees Sonstige
2023.
@misc{kirschte2023sgbdtfrugaldifferentiallyprivate,
title = {S-GBDT: Frugal Differentially Private Gradient Boosting Decision Trees},
author = {Moritz Kirschte and Thorsten Peinemann and Joshua Stock and Carlos Cotrini and Esfandiar Mohammadi},
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Sander, Jonas; Berndt, Sebastian; Bruhns, Ida; Eisenbarth, Thomas
DASH: Accelerating Distributed Private Machine Learning Inference with Arithmetic Garbled Circuits Sonstige
2023.
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title = {DASH: Accelerating Distributed Private Machine Learning Inference with Arithmetic Garbled Circuits},
author = {Jonas Sander and Sebastian Berndt and Ida Bruhns and Thomas Eisenbarth},
url = {https://arxiv.org/abs/2302.06361},
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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.
@inproceedings{10095309,
title = {Towards Privacy and Utility in Tourette Tic Detection Through Pretraining Based on Publicly Available Video Data of Healthy Subjects},
author = {Nele Sophie Brügge and Esfandiar Mohammadi and Alexander Münchau and Tobias Bäumer and Christian Frings and Christian Beste and Veit Roessner and Heinz Handels},
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