Katharina Ensinger

11 papers A* 4Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis.
AAAI
Nicholas Tagliapietra, Katharina Ensinger, Christoph Zimmer, Osman Mian
2025 J jnl
Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis.
CoRR
Nicholas Tagliapietra, Katharina Ensinger, Christoph Zimmer, Osman Mian
2024 A* conf
Exact Inference for Continuous-Time Gaussian Process Dynamics.
AAAI
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
2024 A* conf
Learning Hybrid Dynamics Models with Simulator-Informed Latent States.
AAAI
Katharina Ensinger, Sebastian Ziesche, Sebastian Trimpe
2024 J jnl
Safe Active Learning for Gaussian Differential Equations.
CoRR
Leon Glass, Katharina Ensinger, Christoph Zimmer
2023 A* conf
Combining Slow and Fast: Complementary Filtering for Dynamics Learning.
AAAI
Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Michael Tiemann, Sebastian Trimpe
2023 J jnl
Combining Slow and Fast: Complementary Filtering for Dynamics Learning.
CoRR
Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Michael Tiemann, Sebastian Trimpe
2023 J jnl
Exact Inference for Continuous-Time Gaussian Process Dynamics.
CoRR
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
2023 J jnl
Learning Hybrid Dynamics Models With Simulator-Informed Latent States.
CoRR
Katharina Ensinger, Sebastian Ziesche, Sebastian Trimpe
2022 — conf
Structure-Preserving Gaussian Process Dynamics.
ECML/PKDD (5)
Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe
2021 J jnl
Symplectic Gaussian Process Dynamics.
CoRR
Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe