works on
bayesian optimization 1black-box optimization 1robust optimization 1satisficing 1uncertainty quantification 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.LG2026

Maximally Robust Satisficing Bayesian Optimization

Samuli Kinnunen, Petrus Mikkola, Antti Niskanen +1

The paper proposes a Bayesian optimization method that seeks sufficiently good (satisficing) solutions which remain robust to large input perturbations after deployment, rather tha…