Katharina Ensinger

According to our database, Katharina Ensinger authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis.

Nicholas Tagliapietra, Katharina Ensinger, Christoph Zimmer, Osman Mian

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2024

Safe Active Learning for Gaussian Differential Equations.

Leon Glass, Katharina Ensinger, Christoph Zimmer

CoRR, 2024

Learning Hybrid Dynamics Models with Simulator-Informed Latent States.

Katharina Ensinger, Sebastian Ziesche, Sebastian Trimpe

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Exact Inference for Continuous-Time Gaussian Process Dynamics.

Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Combining Slow and Fast: Complementary Filtering for Dynamics Learning.

Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Michael Tiemann, Sebastian Trimpe

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Structure-Preserving Gaussian Process Dynamics.

Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Symplectic Gaussian Process Dynamics.

Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe

CoRR, 2021