Finding Structure and Causality in Linear Programs. - Matej Zecevic; Florian Peter Busch; Devendra Singh Dhami; Kristian Kersting (CoRR, 2022)

Attributions Beyond Neural Networks: The Linear Program Case. - Florian Peter Busch; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami (CoRR, 2022)

Continually Updating Neural Causal Models. - Florian Peter Busch; Jonas Seng; Moritz Willig; Matej Zecevic (AAAI Bridge Program, 2023)

Treatment Effect Estimation to Guide Model Optimization in Continual Learning. - Jonas Seng; Florian Peter Busch; Matej Zecevic; Moritz Willig (AAAI Bridge Program, 2023)

Causal Concept Identification in Open World Environments. - Moritz Willig; Matej Zecevic; Jonas Seng; Florian Peter Busch (AAAI Bridge Program, 2023)

Continual Causal Abstractions. - Matej Zecevic; Moritz Willig; Florian Peter Busch; Jonas Seng (AAAI Bridge Program, 2023)

Causality in Flux: Continual Adaptation of Causal Knowledge via Evidence Matching. - Jonas Seng; Florian Peter Busch; Kristian Kersting (AAAI Bridge Program, 2024)

Ψnet: Efficient Causal Modeling at Scale. - Florian Peter Busch; Moritz Willig; Jonas Seng; Kristian Kersting; Devendra Singh Dhami (PGM, 2024)

Where is the Truth? The Risk of Getting Confounded in a Continual World. - Florian Peter Busch; Roshni Kamath; Rupert Mitchell; Wolfgang Stammer; Kristian Kersting; Martin Mundt (CoRR, 2024)

Systems with Switching Causal Relations: A Meta-Causal Perspective. - Moritz Willig; Tim Nelson Tobiasch; Florian Peter Busch; Jonas Seng; Devendra Singh Dhami; Kristian Kersting (ICLR, 2025)

Scaling Probabilistic Circuits via Data Partitioning. - Jonas Seng; Florian Peter Busch; Pooja Prasad; Devendra Singh Dhami; Martin Mundt; Kristian Kersting (UAI, 2025)

Elucidating linear programs by neural encodings. - Florian Peter Busch; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami (Frontiers Artif. Intell., 2025)

Better Decisions through the Right Causal World Model. - Elisabeth Dillies; Quentin Delfosse; Jannis Blüml; Raban Emunds; Florian Peter Busch; Kristian Kersting (CoRR, 2025)

Tagged for Direction: Pinning Down Causal Edge Directions with Precision. - Florian Peter Busch; Moritz Willig; Florian Guldan; Kristian Kersting; Devendra Singh Dhami (CoRR, 2025)