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2020 – today
- 2024
[c6]Moritz Willig
, Matej Zecevic, Kristian Kersting:
"Do Not Disturb My Circles!" Identifying the Type of Counterfactual at Hand (Short Paper). RATIO 2024: 266-275- [i8]Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami:
χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains. CoRR abs/2408.07545 (2024) - 2023
- [j2]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) - [c5]Florian Peter Busch, Jonas Seng, Moritz Willig, Matej Zecevic:
Continually Updating Neural Causal Models. AAAI Bridge Program 2023: 30-37 - [c4]Jonas Seng, Florian Peter Busch, Matej Zecevic, Moritz Willig:
Treatment Effect Estimation to Guide Model Optimization in Continual Learning. AAAI Bridge Program 2023: 38-44 - [c3]Matej Zecevic, Moritz Willig, Florian Peter Busch, Jonas Seng:
Continual Causal Abstractions. AAAI Bridge Program 2023: 45-51 - [c2]Moritz Willig, Matej Zecevic, Jonas Seng, Florian Peter Busch:
Causal Concept Identification in Open World Environments. AAAI Bridge Program 2023: 52-58 - [c1]Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting:
Do Not Marginalize Mechanisms, Rather Consolidate! NeurIPS 2023 - [i7]Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting:
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal. CoRR abs/2308.13067 (2023) - [i6]Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting:
Do Not Marginalize Mechanisms, Rather Consolidate! CoRR abs/2310.08377 (2023) - 2022
- [i5]Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting:
Can Foundation Models Talk Causality? CoRR abs/2206.10591 (2022) - [i4]Matej Zecevic, Moritz Willig, Devendra Singh Dhami, Kristian Kersting:
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges. CoRR abs/2212.12570 (2022) - [i3]Matej Zecevic, Moritz Willig, Jonas Seng, Florian Peter Busch:
Continual Causal Abstractions. CoRR abs/2212.12575 (2022) - 2021
- [i2]Moritz Willig, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting:
The Causal Loss: Driving Correlation to Imply Causation. CoRR abs/2110.12066 (2021) - 2020
- [j1]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: 24 (2020)
2010 – 2019
- 2019
- [i1]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 abs/1908.06660 (2019)
Coauthor Index
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