Moritz Willig

According to our database, Moritz Willig authored at least 17 papers between 2020 and 2025.

Collaborative distances:

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

2025

Tagged for Direction: Pinning Down Causal Edge Directions with Precision.

Florian Peter Busch, Moritz Willig, Florian Guldan, Kristian Kersting, Devendra Singh Dhami

CoRR, June, 2025

Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks.

Tim Woydt, Moritz Willig, Antonia Wüst, Lukas Helff, Wolfgang Stammer, Constantin A. Rothkopf, Kristian Kersting

CoRR, June, 2025

CausalMan: A physics-based simulator for large-scale causality.

Nicholas Tagliapietra, Juergen Luettin, Lavdim Halilaj, Moritz Willig, Tim Pychynski, Kristian Kersting

CoRR, February, 2025

Systems with Switching Causal Relations: A Meta-Causal Perspective.

Moritz Willig, Tim Nelson Tobiasch, Florian Peter Busch, Jonas Seng, Devendra Singh Dhami, Kristian Kersting

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains.

Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami

Proceedings of the Uncertainty in Artificial Intelligence, 2024

"Do Not Disturb My Circles!" Identifying the Type of Counterfactual at Hand (Short Paper).

Moritz Willig, Matej Zecevic, Kristian Kersting

Proceedings of the Robust Argumentation Machines - First International Conference, 2024

Ψnet: Efficient Causal Modeling at Scale.

Florian Peter Busch, Moritz Willig, Jonas Seng, Kristian Kersting, Devendra Singh Dhami

Proceedings of the International Conference on Probabilistic Graphical Models, 2024

2023

Causal Parrots: Large Language Models May Talk Causality But Are Not Causal.

Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting

Trans. Mach. Learn. Res., 2023

Do Not Marginalize Mechanisms, Rather Consolidate!

Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Continual Causal Abstractions.

Matej Zecevic, Moritz Willig, Florian Peter Busch, Jonas Seng

Proceedings of the AAAI Bridge Program on Continual Causality, 2023

Causal Concept Identification in Open World Environments.

Moritz Willig, Matej Zecevic, Jonas Seng, Florian Peter Busch

Proceedings of the AAAI Bridge Program on Continual Causality, 2023

Treatment Effect Estimation to Guide Model Optimization in Continual Learning.

Jonas Seng, Florian Peter Busch, Matej Zecevic, Moritz Willig

Proceedings of the AAAI Bridge Program on Continual Causality, 2023

Continually Updating Neural Causal Models.

Florian Peter Busch, Jonas Seng, Moritz Willig, Matej Zecevic

Proceedings of the AAAI Bridge Program on Continual Causality, 2023

2022

Pearl Causal Hierarchy on Image Data: Intricacies & Challenges.

Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

Can Foundation Models Talk Causality?

Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

2021

The Causal Loss: Driving Correlation to Imply Causation.

Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting

CoRR, 2021

2020

Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data.

Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz

Frontiers Artif. Intell., 2020