Robust Bayesian Optimisation with Unbounded Corruptions

arXiv:2511.15315v2 Announce Type: replace-cross Abstract: Bayesian Optimization is critically vulnerable to extreme outliers. Existing provably robust methods typically assume a bounded cumulative corruption budget, which makes them defenseless against even a single corruption...

🔗 Read more: https://arxiv.org/abs/2511.15315

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