2025
Robust Satisficing Gaussian Process Bandits Under Adversarial Attacks
NeurIPS 2025poster
We address the problem of Gaussian Process (GP) optimization in the presence of unknown and potentially varying adversarial perturbations. Unlike traditional robust optimization approaches that focus on maximizing performance under worst-case scenarios, we consider a robust satisficing objective, wh…