Seng, Jonas

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

AutoML 2025 Hyperparameter Optimization via Interacting with Probabilistic Circuits Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting

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

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

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

AutoML 2024 Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

ICLR 2024 Learning Large DAGs Is Harder than You Think: Many Losses Are Minimal for the Wrong DAG Jonas Seng, Matej Zečević, Devendra Singh Dhami, Kristian Kersting

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