Bias-Robust Bayesian Optimization via Dueling Bandits

Bias-RobustBayesianOptimizationviaDuelingBanditsJohannesKirschner1AndreasKrause1AbstractWestudyasettingwherethelearner’sobjectiveistomax-imizeanunknownfunctionf:X→RwithadditiveWeconsiderBayesiano...