Joint Entropy Search for Maximally-Informed Bayesian Optimization

Neural Information Processing Systems 

Entropy Search and Predictive Entropy Search both consider the entropy over the optimum in the input space, while the recent Max-value Entropy Search considers the entropy over the optimal value in the output space.

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