Florian Peter Busch

According to our database, Florian Peter Busch authored at least 14 papers between 2022 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

Better Decisions through the Right Causal World Model.

Elisabeth Dillies, Quentin Delfosse, Jannis Blüml, Raban Emunds, Florian Peter Busch, Kristian Kersting

CoRR, April, 2025

Elucidating linear programs by neural encodings.

Florian Peter Busch, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami

Frontiers Artif. Intell., 2025

Scaling Probabilistic Circuits via Data Partitioning.

Jonas Seng, Florian Peter Busch, Pooja Prasad, Devendra Singh Dhami, Martin Mundt, Kristian Kersting

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 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

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

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

Causality in Flux: Continual Adaptation of Causal Knowledge via Evidence Matching.

Jonas Seng, Florian Peter Busch, Kristian Kersting

Proceedings of the AAAI Bridge Program on Continual Causality, 2024

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

Attributions Beyond Neural Networks: The Linear Program Case.

Florian Peter Busch, Matej Zecevic, Kristian Kersting, Devendra Singh Dhami

CoRR, 2022

Finding Structure and Causality in Linear Programs.

Matej Zecevic, Florian Peter Busch, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022