Mattis Hartwig

23 papers A* 2C 1Misc 5Journal 4Unranked 10

Year	Rank	Type	Title / 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	—	`conf`	Multi-dependence Conditional Vector Boosting Categorical Fidelity in Tabular-Data GANs. IDEAL (1) Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig
2024	—	`conf`	Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals. BIOSTEC (2) Mattis Hartwig, Simon Schiff, Sebastian Wolfrum, Ralf Möller
2024	J	`jnl`	An extended view on lifting Gaussian Bayesian networks. Artif. Intell. Mattis Hartwig, Ralf Möller, Tanya Braun
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	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
2024	Misc	`conf`	Using Data Synthesis to Improve Length of Stay Predictions for Patients with Rare Diagnoses. FLAIRS Simon Schiff, Sebastian Wolfrum, Ralf Möller, Mattis Hartwig
2023	—	`conf`	Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance. HEALTHINF Nils Frohwitter, Alessa Hering, Ralf Möller, Mattis Hartwig
2023	C	`conf`	How to Think About Benchmarking Neurosymbolic AI? NeSy Johanna Ott, Arthur Ledaguenel, Céline Hudelot, Mattis Hartwig
2023	—	`conf`	Improved Techniques for Training Tabular GANs Using Cramer's V Statistics. Canadian AI Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig
2023	—	`—`	New methods for efficient query answering in Gaussian probabilistic graphical models. Mattis Hartwig
2023	—	`conf`	Predicting Hospital Length of Stay of Patients Leaving the Emergency Department. HEALTHINF Alexander Winter, Mattis Hartwig, Toralf Kirsten
2022	Misc	`conf`	Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. FLAIRS Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller
2021	A*	`conf`	Handling Overlaps When Lifting Gaussian Bayesian Networks. IJCAI Mattis Hartwig, Tanya Braun, Ralf Möller
2020	Misc	`conf`	Constructing Gaussian Processes for Probabilistic Graphical Models. FLAIRS Mattis Hartwig, Marisa Mohr, Ralf Möller
2020	—	`conf`	How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes? Australasian Conference on Artificial Intelligence Mattis Hartwig, Ralf Möller
2020	—	`conf`	Lifted Query Answering in Gaussian Bayesian Networks. PGM Mattis Hartwig, Ralf Möller
2020	Misc	`conf`	New Approaches in Ordinal Pattern Representations for Multivariate Time Series. FLAIRS Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller
2019	—	`conf`	Approximate Query Answering in Complex Gaussian Mixture Models. ICBK Mattis Hartwig, Marcel Gehrke, Ralf Möller
2016	—	`conf`	Privacy Awareness in Mobile Business: How Mobile OS and Apps Support Transparency in the Use of Personal Data. Bled eConference Mattis Hartwig, Olaf Reinhold, Rainer Alt