2 papers
stat.CO2026
Learning Nonlinear Dynamics: Improving the Estimation Efficiency and Reliability of Gaussian Process State-Space Models
Jan I. Failenschmid, Leonie V. D. E. Vogelsmeier, Joris Mulder +1
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…
cs.AI2025
Delving Into the Psychology of Machines: Exploring the Structure of Self-Regulated Learning via LLM-Generated Survey Responses
Leonie V. D. E. Vogelsmeier, Eduardo Oliveira, Kamila Misiejuk +2
Large language models (LLMs) offer the potential to simulate human-like responses and behaviors, creating new opportunities for psychological science. In the context of self-regula…