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Carl Hvarfner, Danny Stoll, Artur Souza, Marius Lindauer, Frank Hutter, Luigi Nardi; πBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization;


J. Knowles; ParEGO: A Hybrid Algorithm with on-Line Landscape Approximation for Expensive Multiobjective Optimization Problems;


N. Srinivas, S. M. Kakade, A. Krause, M. Seeger; Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design;