Moritz Willig

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Causal Inferences

Causal Relationships

Top Venues

AAAI Bridge Program

Frontiers Artif. Intell.

Publications

Moritz Willig, Matej Zecevic, Kristian Kersting
"Do Not Disturb My Circles!" Identifying the Type of Counterfactual at Hand (Short Paper). RATIO (2024)
Matej Zecevic, Moritz Willig, Florian Peter Busch, Jonas Seng
Continual Causal Abstractions. AAAI Bridge Program (2023)
Moritz Willig, Matej Zecevic, Jonas Seng, Florian Peter Busch
Causal Concept Identification in Open World Environments. AAAI Bridge Program (2023)
Jonas Seng, Florian Peter Busch, Matej Zecevic, Moritz Willig
Treatment Effect Estimation to Guide Model Optimization in Continual Learning. AAAI Bridge Program (2023)
Florian Peter Busch, Jonas Seng, Moritz Willig, Matej Zecevic
Continually Updating Neural Causal Models. AAAI Bridge Program (2023)
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
Do Not Marginalize Mechanisms, Rather Consolidate! NeurIPS (2023)
Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal. CoRR (2023)
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
Do Not Marginalize Mechanisms, Rather Consolidate! CoRR (2023)
Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal. Trans. Mach. Learn. Res. 2023 (2023)
Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges. CoRR (2022)
Matej Zecevic, Moritz Willig, Jonas Seng, Florian Peter Busch
Continual Causal Abstractions. CoRR (2022)
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
Can Foundation Models Talk Causality? CoRR (2022)
Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
The Causal Loss: Driving Correlation to Imply Causation. CoRR (2021)
Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data. Frontiers Artif. Intell. 3 (2020)
Johannes Czech, Moritz Willig, Alena Beyer, Kristian Kersting, Johannes Fürnkranz
Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data. CoRR (2019)