Jonas Seng

According to our database, Jonas Seng authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Hyperparameter Optimization via Interacting with Probabilistic Circuits.

Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting

CoRR, May, 2025

Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks.

Nick Kocher, Christian Wassermann, Leona Hennig, Jonas Seng, Holger H. Hoos, Kristian Kersting, Marius Lindauer, Matthias S. Müller

CoRR, May, 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

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

Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG.

Jonas Seng, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting.

Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

Proceedings of the International Conference on Automated Machine Learning, 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

HANF: Hyperparameter And Neural Architecture Search in Federated Learning.

Jonas Seng, Pooja Prasad, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

Tearing Apart NOTEARS: Controlling the Graph Prediction via Variance Manipulation.

Jonas Seng, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022