AINeutralarXiv – CS AI · 9h ago6/10
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Ensemble Distributionally Robust Bayesian Optimisation
Researchers propose a novel Ensemble Distributionally Robust Bayesian Optimisation algorithm that addresses context distributional uncertainty in zeroth-order optimization. The method achieves sublinear regret bounds while remaining computationally tractable, improving upon existing state-of-the-art approaches.