Reposted by Joran 🟥
1/4 In yet another act of shameless self-promotion, I want to share our new preprint: "Learning Nonlinear Dynamics: Improving the Estimation Efficiency and Reliability of Gaussian Process State-Space Models."
Preprint: arxiv.org/abs/2606.24691
Any feedback or suggestions are very welcome!
arxiv.org
Learning Nonlinear Dynamics: Improving the Estimation Efficiency and Reliability of Gaussian Process State-Space Models
Understanding dynamic systems is a central goal in many scientific disciplines. State-space models provide a general framework for studying latent dynamic systems based on indirect observations. Howev...