Dr. rer. nat. Mattis Hartwig

Publications

1. Towards Privacy-Preserving Relational Data Synthesis via Probabilistic Relational Models

   Malte Luttermann; Ralf Möller; Mattis Hartwig

   In: Andreas Hotho; Sebastian Rudolph (Hrsg.). Proceedings of the Forty-Seventh German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), September 25-27, Würzburg, Germany, Pages 175-189, Vol. 14992, Springer, 8/2024.
2. Lifted Causal Inference in Relational Domains

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

   In: Proceedings of the Third Conference on Causal Learning and Reasoning (CLeaR-24). Conference on Causal Learning and Reasoning (CLeaR-2024), April 1-3, Los Angeles, CA, USA, Pages 827-842, Vol. 236, PMLR, 5/2024.
3. Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses

   Robert Simon Schiff; Sebastian Wolfrum; Ralf Möller; Mattis Hartwig

   In: The International FLAIRS Conference Proceedings, Vol. 37 (2024) - Special Track: AI in Healthcare Informatics, No. 1, Pages 1-8, The Florida Artificial Intelligence Society, Florida, 5/2024.