Mattis Hartwig

According to our database, Mattis Hartwig authored at least 15 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Lifted Causal Inference in Relational Domains.

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

CoRR, 2024

Aggregating Predicted Individual Hospital Length of Stay to Predict Bed Occupancy for Hospitals.

Mattis Hartwig, Simon Schiff, Sebastian Wolfrum, Ralf Möller

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

New methods for efficient query answering in Gaussian probabilistic graphical models.

Mattis Hartwig

PhD thesis, 2023

How to Think About Benchmarking Neurosymbolic AI?

Johanna Ott, Arthur Ledaguenel, Céline Hudelot, Mattis Hartwig

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

Predicting Hospital Length of Stay of Patients Leaving the Emergency Department.

Alexander Winter, Mattis Hartwig, Toralf Kirsten

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance.

Nils Frohwitter, Alessa Hering, Ralf Möller, Mattis Hartwig

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

Improved Techniques for Training Tabular GANs Using Cramer's V Statistics.

Melle Mendikowski, Benjamin Schindler, Thomas Schmid, Ralf Möller, Mattis Hartwig

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022

Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model.

Mareike Stender, Mattis Hartwig, Tanya Braun, Ralf Möller

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Handling Overlaps When Lifting Gaussian Bayesian Networks.

Mattis Hartwig, Tanya Braun, Ralf Möller

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Lifted Query Answering in Gaussian Bayesian Networks.

Mattis Hartwig, Ralf Möller

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

New Approaches in Ordinal Pattern Representations for Multivariate Time Series.

Marisa Mohr, Florian Wilhelm, Mattis Hartwig, Ralf Möller, Karsten Keller

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

Constructing Gaussian Processes for Probabilistic Graphical Models.

Mattis Hartwig, Marisa Mohr, Ralf Möller

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes?

Mattis Hartwig, Ralf Möller

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019

Approximate Query Answering in Complex Gaussian Mixture Models.

Mattis Hartwig, Marcel Gehrke, Ralf Möller

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

2016

Privacy Awareness in Mobile Business: How Mobile OS and Apps Support Transparency in the Use of Personal Data.

Mattis Hartwig, Olaf Reinhold, Rainer Alt

Proceedings of the 29th Bled eConference: Digital Economy, 2016