Busch, Florian Peter

8 publications

ICLRW 2025 Federated Circuits: A Unified Framework for Scalable and Efficient Federated Learning Jonas Seng, Florian Peter Busch, Pooja Prasad, Devendra Singh Dhami, Martin Mundt, Kristian Kersting

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

TMLR 2025 Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation Florian Peter Busch, Moritz Willig, Matej Zečević, Kristian Kersting, Devendra Singh Dhami

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

ICML 2025 Where Is the Truth? the Risk of Getting Confounded in a Continual World Florian Peter Busch, Roshni Ramanna Kamath, Rupert Mitchell, Wolfgang Stammer, Kristian Kersting, Martin Mundt

PGM 2024 $Ψ$net: Efficient Causal Modeling at Scale Florian Peter Busch, Moritz Willig, Jonas Seng, Kristian Kersting, Devendra Singh Dhami

NeurIPSW 2024 Systems with Switching Causal Relations: A Meta-Causal Perspective Moritz Willig, Tim Tobiasch, Florian Peter Busch, Jonas Seng, Devendra Singh Dhami, Kristian Kersting

ICLRW 2022 Finding Structure and Causality in Linear Programs Matej Zečević, Florian Peter Busch, Devendra Singh Dhami, Kristian Kersting