Minimum Regret Search for Single- and Multi-Task Optimization

2 Feb 2016Jan Hendrik Metzen

We propose minimum regret search (MRS), a novel acquisition function for Bayesian optimization. MRS bears similarities with information-theoretic approaches such as entropy search (ES)... (read more)

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