Petar Bevanda, Max Beier, Alexandre Capone, Stefan Sosnowski, Sandra Hirche, and Armin Lederer proposed a family of Gaussian processes for dynamical systems with linear time-invariant responses that are nonlinear only in initial conditions, which allows for tractable quantification of forecasting and representational uncertainty.

Authors

• Person: Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche Organization: AISTATS
  Track: Poster Session 3 - aistats 2026

Sources

• Track: Poster Session 3 - aistats 2026 virtual.aistats.org Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche · AISTATS via serper

Referenced by nodes (2)

• Gaussian Process concept
• dynamical systems concept