Katharina Ensinger

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Gaussian Process

Top Venues

Publications

Katharina Ensinger, Sebastian Ziesche, Sebastian Trimpe
Learning Hybrid Dynamics Models with Simulator-Informed Latent States. AAAI (2024)
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
Exact Inference for Continuous-Time Gaussian Process Dynamics. AAAI (2024)
Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Michael Tiemann, Sebastian Trimpe
Combining Slow and Fast: Complementary Filtering for Dynamics Learning. CoRR (2023)
Katharina Ensinger, Sebastian Ziesche, Barbara Rakitsch, Michael Tiemann, Sebastian Trimpe
Combining Slow and Fast: Complementary Filtering for Dynamics Learning. AAAI (2023)
Katharina Ensinger, Sebastian Ziesche, Sebastian Trimpe
Learning Hybrid Dynamics Models With Simulator-Informed Latent States. CoRR (2023)
Katharina Ensinger, Nicholas Tagliapietra, Sebastian Ziesche, Sebastian Trimpe
Exact Inference for Continuous-Time Gaussian Process Dynamics. CoRR (2023)
Katharina Ensinger, Friedrich Solowjow, Sebastian Ziesche, Michael Tiemann, Sebastian Trimpe
Structure-Preserving Gaussian Process Dynamics. ECML/PKDD (5) (2022)
Katharina Ensinger, Friedrich Solowjow, Michael Tiemann, Sebastian Trimpe
Symplectic Gaussian Process Dynamics. CoRR (2021)