Moritz Willig

25 papers A* 2A 1B 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
CausalMan: A physics-based simulator for large-scale causality.
CoRR
Nicholas Tagliapietra, Juergen Luettin, Lavdim Halilaj, Moritz Willig, Tim Pychynski, Kristian Kersting
2025 J jnl
Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks.
CoRR
Tim Woydt, Moritz Willig, Antonia Wüst, Lukas Helff, Wolfgang Stammer, Constantin A. Rothkopf, Kristian Kersting
2025 J jnl
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation.
Trans. Mach. Learn. Res.
Florian Peter Busch, Moritz Willig, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami
2025 A* conf
Systems with Switching Causal Relations: A Meta-Causal Perspective.
ICLR
Moritz Willig, Tim Nelson Tobiasch, Florian Peter Busch, Jonas Seng, Devendra Singh Dhami, Kristian Kersting
2025 J jnl
Tagged for Direction: Pinning Down Causal Edge Directions with Precision.
CoRR
Florian Peter Busch, Moritz Willig, Florian Guldan, Kristian Kersting, Devendra Singh Dhami
2024 — conf
"Do Not Disturb My Circles!" Identifying the Type of Counterfactual at Hand (Short Paper).
RATIO
Moritz Willig, Matej Zecevic, Kristian Kersting
2024 B conf
Chain Versus Common Cause: Biased Causal Strength Judgments in Humans and Large Language Models.
CogSci
Anita Keshmirian, Moritz Willig, Babak Hemmatian, Kristian Kersting, Ulrike Hahn, Tobias Gerstenberg
2024 J jnl
Systems with Switching Causal Relations: A Meta-Causal Perspective.
CoRR
Moritz Willig, Tim Nelson Tobiasch, Florian Peter Busch, Jonas Seng, Devendra Singh Dhami, Kristian Kersting
2024 — conf
Ψnet: Efficient Causal Modeling at Scale.
PGM
Florian Peter Busch, Moritz Willig, Jonas Seng, Kristian Kersting, Devendra Singh Dhami
2024 A conf
χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains.
UAI
Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami
2024 J jnl
χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains.
CoRR
Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami
2023 — conf
Causal Concept Identification in Open World Environments.
AAAI Bridge Program
Moritz Willig, Matej Zecevic, Jonas Seng, Florian Peter Busch
2023 J jnl
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal.
CoRR
Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting
2023 J jnl
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal.
Trans. Mach. Learn. Res.
Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting
2023 — conf
Continual Causal Abstractions.
AAAI Bridge Program
Matej Zecevic, Moritz Willig, Florian Peter Busch, Jonas Seng
2023 — conf
Continually Updating Neural Causal Models.
AAAI Bridge Program
Florian Peter Busch, Jonas Seng, Moritz Willig, Matej Zecevic
2023 A* conf
Do Not Marginalize Mechanisms, Rather Consolidate!
NeurIPS
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
2023 J jnl
Do Not Marginalize Mechanisms, Rather Consolidate!
CoRR
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
2023 — conf
Treatment Effect Estimation to Guide Model Optimization in Continual Learning.
AAAI Bridge Program
Jonas Seng, Florian Peter Busch, Matej Zecevic, Moritz Willig
2022 J jnl
Can Foundation Models Talk Causality?
CoRR
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
2022 J jnl
Continual Causal Abstractions.
CoRR
Matej Zecevic, Moritz Willig, Jonas Seng, Florian Peter Busch
2022 J jnl
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges.
CoRR
Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting
2021 J jnl
The Causal Loss: Driving Correlation to Imply Causation.
CoRR
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
2020 J jnl
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data.
Frontiers Artif. Intell.
Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz
2019 J jnl
Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data.
CoRR
Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz