Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Safe Bayesian Optimization for Uncertain Correlation Matrices in Linear Models of Co-Regionalization
Jannis Lübsen, Annika Eichler
This paper extends safety guarantees for multi-task Bayesian optimization with uncertain co-regionalization matrices from intrinsic co-regionalization models to linear models of co…
cs.LG2025
An Analysis of Safety Guarantees in Multi-Task Bayesian Optimization
Jannis O. Luebsen, Annika Eichler
This paper addresses the integration of additional information sources into a Bayesian optimization framework while ensuring that safety constraints are satisfied. The interdepende…