The $q\texttt{POTS}$ method solves multiobjective optimization on Gaussian process (GP) posteriors using evolutionary approaches, and selects new candidates on the posterior GP Pareto frontier using a maximin distance criterion.

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
• multi-objective optimization concept