Jonas Seng

18 papers A* 2A 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks.
CoRR
Nick Kocher, Christian Wassermann, Leona Hennig, Jonas Seng, Holger H. Hoos, Kristian Kersting, Marius Lindauer, Matthias S. Müller
2025 — conf
Hyperparameter Optimization via Interacting with Probabilistic Circuits.
AutoML
Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting
2025 J jnl
Hyperparameter Optimization via Interacting with Probabilistic Circuits.
CoRR
Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting
2025 A conf
Scaling Probabilistic Circuits via Data Partitioning.
UAI
Jonas Seng, Florian Peter Busch, Pooja Prasad, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
2025 J jnl
Scaling Probabilistic Circuits via Data Partitioning.
CoRR
Jonas Seng, Florian Peter Busch, Pooja Prasad, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
2025 A* conf
Systems with Switching Causal Relations: A Meta-Causal Perspective.
ICLR
Moritz Willig, Tim Nelson Tobiasch, Florian Peter Busch, Jonas Seng, Devendra Singh Dhami, Kristian Kersting
2024 — conf
Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting.
AutoML
Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
2024 — conf
Causality in Flux: Continual Adaptation of Causal Knowledge via Evidence Matching.
AAAI Bridge Program
Jonas Seng, Florian Peter Busch, Kristian Kersting
2024 A* conf
Learning Large DAGs is Harder than you Think: Many Losses are Minimal for the Wrong DAG.
ICLR
Jonas Seng, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting
2024 J jnl
Systems with Switching Causal Relations: A Meta-Causal Perspective.
CoRR
Moritz Willig, Tim Nelson Tobiasch, Florian Peter Busch, Jonas Seng, Devendra Singh Dhami, Kristian Kersting
2024 — conf
Ψnet: Efficient Causal Modeling at Scale.
PGM
Florian Peter Busch, Moritz Willig, Jonas Seng, Kristian Kersting, Devendra Singh Dhami
2023 — conf
Causal Concept Identification in Open World Environments.
AAAI Bridge Program
Moritz Willig, Matej Zecevic, Jonas Seng, Florian Peter Busch
2023 — conf
Continual Causal Abstractions.
AAAI Bridge Program
Matej Zecevic, Moritz Willig, Florian Peter Busch, Jonas Seng
2023 — conf
Continually Updating Neural Causal Models.
AAAI Bridge Program
Florian Peter Busch, Jonas Seng, Moritz Willig, Matej Zecevic
2023 — conf
Treatment Effect Estimation to Guide Model Optimization in Continual Learning.
AAAI Bridge Program
Jonas Seng, Florian Peter Busch, Matej Zecevic, Moritz Willig
2022 J jnl
Continual Causal Abstractions.
CoRR
Matej Zecevic, Moritz Willig, Jonas Seng, Florian Peter Busch
2022 J jnl
HANF: Hyperparameter And Neural Architecture Search in Federated Learning.
CoRR
Jonas Seng, Pooja Prasad, Devendra Singh Dhami, Kristian Kersting
2022 J jnl
Tearing Apart NOTEARS: Controlling the Graph Prediction via Variance Manipulation.
CoRR
Jonas Seng, Matej Zecevic, Devendra Singh Dhami, Kristian Kersting